From e005c84168409ad2e1362c7253fe68d90202c60f Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Wed, 21 Feb 2024 20:03:15 +0000
Subject: [PATCH] Update docs build

---
 .buildinfo                                    |   2 +-
 .../auto_examples_python.zip                  | Bin 2326 -> 2326 bytes
 .../auto_examples_jupyter.zip                 | Bin 6213 -> 6213 bytes
 _images/sphx_glr_simple_arctan_fit_001.png    | Bin 25506 -> 26168 bytes
 _images/sphx_glr_simple_arctan_fit_thumb.png  | Bin 27108 -> 27167 bytes
 .../model_fitting/EELS_curve_fitting.rst.txt  |   4 +-
 .../model_fitting/plot_residual.rst.txt       |   6 +--
 .../model_fitting/sg_execution_times.rst.txt  |   6 +--
 .../model_fitting/simple_arctan_fit.rst.txt   |   6 +--
 _sources/sg_execution_times.rst.txt           |   6 +--
 .../model_fitting/EELS_curve_fitting.html     |  40 +++++++++---------
 .../model_fitting/plot_residual.html          |   6 +--
 .../model_fitting/sg_execution_times.html     |   6 +--
 .../model_fitting/simple_arctan_fit.html      |   6 +--
 changes.html                                  |   6 +--
 searchindex.js                                |   2 +-
 sg_execution_times.html                       |   6 +--
 17 files changed, 50 insertions(+), 52 deletions(-)

diff --git a/.buildinfo b/.buildinfo
index a172e6969..7e2bcaf96 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 941f22e9d0186b93f23c82a49f8fbde9
+config: cb6e02e71991307036122df414a67b52
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
index a065cc7c3da0d615020e992c6bc05d381a405b3b..855cd216ef187d6cd942a107c53a8cd1aecff401 100644
GIT binary patch
delta 64
zcmbOxG);&%z?+#xgaHIX7KCo(^<icXSP;57hFPBp%;;mC$ixhknXJU&3lf-I#Nh{~
I4|4<q00(yx2mk;8

delta 64
zcmbOxG);&%z?+#xgaHIvnL;-5`Y<y$FokT6Vb*5?Gx}I3GBE>XCM$9Hf&?ZParlAh
H!yLf?!v_y=

diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
index 2e15905c5b05aa3612e40d913aa695c4a7dc8cdd..a3c9ddcad3ac7a6bc3dcf7a5377db39d2783362b 100644
GIT binary patch
delta 64
zcmX?VaMXY|z?+#xgaHIX7KCo(&1GW-(wl49+*z3efQ;kZb=)A4$sXbXV0yNAAV^~J
Hd+{&;N(vM6

delta 64
zcmX?VaMXY|z?+#xgaHIvnL;-5=CUyZ>CLrl?ySrWK*n+II&P52WDoHGFg;s55F|1A
Hy?7V^1>q50

diff --git a/_images/sphx_glr_simple_arctan_fit_001.png b/_images/sphx_glr_simple_arctan_fit_001.png
index 7d56d7d206b299842bf5165c78f49c5798b00670..99f04d6cf40dd793c4da5c27b87bdbdcc1b2df59 100644
GIT binary patch
literal 26168
zcma&Oby!qwyFR?=k`j=v5do!@Zeai$Mo_v`q`MoW1`!a05JW-&K|-WkQbf9hp}U4o
zsqbF+Jnw$@{{H!K92^X@X05xfJg@VbaE*Iv<fKfb5CoCmyn(zALAU`Bgfl@*2;LFv
z9+?4uq+C>VTr};Uy11J<nL&3=T^wxeU2H5Lak!Z|Ia}J>T@#cPyvEOA;o{=pEG;Bt
z`=1X8+B=yGwan>gf`^be+|YG~AWBpC7bi<0(-MNrKHWrK*YZfhj(Ymgn4J)<cXBPN
zsPod277_gP4Og1IPerGpae?ki-v^#CJ~sZsv`XBZlnA0P6_p-Sfrfc1I5_mQ1hllY
zX5|m5ETl+zL&OEDG4p$BcW(6Dxq6e^^WEH*U-h3`G6~ZO38GuAdkG1=O2jw_@I%T>
zI7H3?UZhPtg1F!}uAK`&f*;dRoR?@cn)jD5be@`;I)sr>5&o2L19SsirG3f(g@eoW
z=kPedRaCs`|MSi7imV4I+(#V4-k5bJNzpt{yP@lrCF8Nqq56U$u(1)z`}|q7!U@A#
z&7mNz%5@_nqq?~9uH8{OZG%9*yfP)XYv_-UAudwqO82$qGRNtcF)@J)3l>F|y@U;6
zlr1^=HCHMvIfW!7=(pxO<Ay^q_O-0=M^}cvZG0zUPcg3b6KpwbQ8)>7ANSSX^0|Hc
zw#eh=bK5IJG+)1dy>aiJ>IZq>^&c0bQ&LhCGY4o;DPXHOE2)uOEd#mwA~wH;KW1i5
z?_%uLavtV7to#=7*=m=NbXlPCJ2^1Nl)ZiXR+!-&*coCk8S{>$aNTcDIs3-)@+w!Q
z!3=nK-->JhY-{WOc#}qUr%%&kcgWnf!P?pyWoQ_gmBp*?nrGgbY%x|PRdcj?J9;ZO
zFHiOK<and@^q8`A+)w7u_F_;^&;6CrO8Ok_{N_TlHk$_}@7^)>_4RQ`OG{JbEQncG
z7JcDCJ%0LX6hgc*-(4BHapz8B6sye3H*aRvM}%sRrq<oHw6v)72OQoj__KjE7bd2*
z=GUH(LOZ*;-4?;!7TcaR?EXh0e*2R|KKqklKU!NIJ@V4ha34H)P*QuBo8}HTn-!Xg
z$qk1l<g0QRMXFjf+YT-+^zq|I$s?=}MaqtBVSddYQc8s*VZ9=Yz>gofM!;TYWoIj)
zP}FvnSaDI?VcNTi;!WVtSgv?@dU|Tm5(w4oBj(x@!(O~N*Vx!-ve1?K`<r=m#;%ZF
z5wY*#uF9P|=iZ4~hmz26PyGJ+m@Tudv$G|LQXVa6Si!-~P1xGn%AnxqQ+?~bE31U<
za4-?O57p(%mn|?Qx!42O<pERhKy-ApnvxQ3VPWCR#6+^X`<8m&o|12FZKd*(0!gcM
z!$J^PqQ{@b%<fWqV=iuPgt+*HIAcGln*AxVuvv_Ky2O|VUP3|w`uTIEhYv5ft^A&J
zV}(x{Od6`2j#gML@R@gpFvZqk)!uuLdNb~plvK#5uXd#>Ljm7|hz7j{rKOojNJuEK
z4)R0=RaGqT9=(&WkJ{h&c)@s$kmp`fKpJnnl=IVSOMf6wBaSVsH*Vchdh`gfTD5iW
z&D*z9znmxQL&`RP^2NM*^$duN%i0+0>CwExsNKahhvsNAq$&T!i+Gq4+lFL0@2+p=
z>L2DrJU5>dS@n~Cd)i(vG42xtuj1y-o4+eu`FeVLMa(-`z8F?s5UN_o_1awt$JkZ2
zoBr7w_h-L!>C*o3nt$~3=cGqid;f;F+D74{mG0?gZL!&H@8!J3Pr$erWn`Ga=}Pz=
z?`T*3S;}F!`h*ykoVe5htClEMco6P8@c|{a7=(}zB|KBdCOU1C@fu%?o{!-T`;_wg
z9I%vRe(+<O@BBbyLV|K1b*1;(UI<+5&AfQ|GKs>`I-dOTw&u*t%*5x+WF<#OktlYB
zD9^1q9B6843WA<~W3;c{xxjrd3GKaFP6VdyafmGyahkbdGhV~$`)Aux$Is4A@Ybzc
z4&%Oi*HN^;-pkN~O}I$GF8^itlK*t11Oki`Ew{@6KLeGnIuyHRb8>VLFY9>~jIiFP
zsg4tXv9%|UU8_BnKiSSy@bryoVRat~{B%2RYCzw<DF6qrz_OS71)H3n>(R=JO_BXL
zTc_L}i`(i*c<GoI84$(&W#dyT=J^k&M?CQ2fYGUYa@BNaso!J$I}u7-J8b;)WY4HL
znwOs#L8`wzm`|^oj$(*Z6>*qQ6tNu^-2iv0X+3z*&n$8AqVkB}A-1HJUeJISLdRTG
zdtOl?jad)GBO+BnH6HJc+cQ7Z)Vw%cV#^mw!D_|qHuHlTM-k{1db%YV6Y3AP2RFcD
z<!g&g!_!~!oGasbo12?J^J%}Cce+_juZ~uRv_8p}7|{hk)uuq0XrRW!wOV6)R-ww3
zt0+y)$IM1rT3l1p(<;C`sd##pH~6fSHZ63gtEj4~R-5(r^`U?MycK3T-|?PCK)-|*
z9BG_wyeso19-as=#&Br9LHT`%3K%iB%H)AXV~<IKu*rcPX{Q;qtxhzX9LsLBjG38P
z+U+<&+<+fHeo(;<13uLzAQa1y%T;SNrzhSxin4ze(kZ4#ftuh3#EU#ut+vFLhEpkx
zI5dzWq@>D?5|biXr0%;cbbUAd4YW`!ADG5wL6bCLai4t$8%zoL<K`FN^9(D6-B%4>
zut=S^9WMHw{UArQ{c+F7n-p{@C&!1%#DO<oa}R|wMyhTv4^oCvvgb)00~6GpahDl0
z9%tlr`On^3bg}hdwxDy<bGodY9A!5*@s1>^$A^~v*>uvbOIrDS{knJVyuj`)Em_fC
zxRCa^B?@SDeaCy5<w$=ZCXz|lN=+LG-@JJ<5zdpG<?a|1YZc#Zfqe3W3rfk$qX0fZ
z<?dbbKRe6wP6t4Pue}quwK_c9Y!f1a;xN}39zA-rjx8OZ+Gt@XGWi^O@0}>g=g*&E
z>Ak|o_aO6lyH_1YCp&wWTRr)UbUP4_we`K(IOC}LdZqaGr(xo{boBJozY?x7NW1U?
zop>=d^$5$SM#~L+e7ylMbPvDi1Uk=mm>%w8<K=y&fg%apjYzIwN;{{w7Z(>P{CT*!
zaiN}`o+WYxu#we^GGNj6I^gg}jikKSC$1B7c74|5DYEFUpEL&ovm<EY_|V8G3f6f`
zOH0_CZq2oKr>T(9($STlBg0}!-S;tG6iNA`bI|&j_gbp^+88=2O4Z5fDr_sntOv>r
zYPQ5nLa%FMuIZeop%DSY&dkno0uy6jdn{hzviNM!$eX-VcI(BG%fZ0`@X0$RmcSl8
z$m}jWG4?+e%d7cg)!5t&E53kUQQd2Gc@hXjK7#8kiU?c?sj7<L<0Av&zc5mM4Ys}f
z`X%SCJ^ke%^M1JhV_qoPd%NlT+S)`ar~<oD>9{tO%wW6K=1i+jnFA-A?>6cji)5GE
z>lxs#zyaos?eF$qlH&)i49GE2a};Yt3%frHFbcv<kshn%^EQ(`$;09U*4}^kfboXy
zpIzA`ArM;}cEA1923zx^S<7QeR_WlJyb4moO1Gvqq1qQkMWSGukFdkV@e=mQZN9f?
zSHXd0u`RbhQ%{y<TsLEt^(YuCz$2pgou}h^>Do0KC1Thvy_a#{^-5@q6KVl669ojg
zRs0L^?kXxO?=m`n{lbSppwePHdn;GQ<6v_Z_)R=;{*%H{nFXvjynOW4fLn`6NLbvx
zvI^W@Uw{APkC=-T{l<sh_q?ouIm`O;r4gtQOLj=|Jpv9=^A%if(#OU=8zF61UhN!J
z0)LHPMGnUo_mU({550j*?Sp8_5nDW%ea{(~;(80wiYlohD%_Be5W6@_QKsd)drLX_
zX(c5OH51i9j0k+C?B0lT7WgUk$@%?TCvG%);CbwE*|^`K0Pr&zmIr}U%*;7b(Asb@
z8F0^^C1e#8*ug-~hZT%cPFzr%MD*{i`9yOA+fE?r{03!R^PcC$+`d5PL%z1Y=1KqZ
z<($Nb173w2_IY;p6`Roty4$h*aDd=2|K6Rjikwx(t<fybFqDYR0|EhGyn?^{tJkk#
zBi(O#_1d+Km2aJoK&bYkt*rqV3Tk%t=!<Gm6Y0_N_0@Z05uY_Pv+wzjx(-f)_(c)8
z_6qm4C|gX)<hM?FWhbY?3~?SVE|ak;&$7eS%9yurLz0qM;D`x~ucWKX2-HCiQUw0<
z>yy^=cM`4=03k(3L^SLS8b>eZRZ{Rh{8C3QF%r<7t~L!$MyJ382Oa=~jcej5_x|i+
zBm7UcKERP@_t(d2AZVNT$(QdUwHiv!EDQo+I1IrfJf~=2zyg~B_c2c*utbWzP3PjI
zM7s(S5LK(0nx<mKg^4Iwpb7m;PK{`4^otjb@c3ZDl%GC*@&F+*2v5$xxgw6@1!)E8
zV>r5t70?d_W^yW0VodSD13D0TY)k}EPO1C<d5!U2T%0Yz*adwzsXIE@+5qA`(Q{j<
z$vVF}w69OAv{!DUkp|X8I6?#=HBNzn$JIxT#9*?`*dqT!%(#gt)5c^Ndm0erAR@|U
z^AEmHbM9G+SoUziD?FJ0&~mL)HVA~}F4$o@;OXOSli(0h;bi~f1wjLg%Ap;2{xYj&
zc$xR!*DvSSM!})V!dSJ;1p&Qa5b@kRd|n9KD_~6GW!&LlLfB<NqaX6<y(^LW@gqKP
z*e%VG%#OP&y6|Dae&J+2Ou^)LfvH{G&dK3g`h%Q@`-8P7A<^=Gh_#J<#bWt&p8;*y
z-+t?8SmE-0bGB_GQ{k9IGxMGbNG;au@F-JMA}*AHGp$NyM@de&<Iu#=f?(NVyhhFl
zILy+1X%J(B1qjycKZ0#b>4;Or${dxLmn;!T-JWGvRaK1@9Bj=um<XHvc*%KQ4@v9y
zo8S%-d0h;cOP|x@JqB?bhCAFeAh8JpG4do3tz7rh8wk>KaI#05eLaZKv>}w-V=lp5
zLr?Gd_O{EfB&ptAxke<d$JrPlJ%sJ$f9HiB6e*NTOG_FW8Ua924Qu4#H1P+s5;5>@
zDPRy`hN}E|5$F#{uL88QLGBpi0?e{9h%u^@1wZ0V0FmA3*EUWCI`}*-1#G+r(76%6
zFkT3jb^p`DanyqcAt3O*^Fe+zN60ifI-1C2XaNM(ez|z?<4S)$y#`#7O+uqSr!SoY
za4aHjD>?@L$2+iPQl^v(1_4M~N(uzbuVAL<@y?(l*ont|StyT*K%#YULUhKyJ8!Yx
zQpLiF?I3$Xf`IcZ%O!YUtIPEfFXh|u;a<A;-m1s!TWw(wTgOd<lrX)p@O-BFhZ6FL
zhzMmbFX>$@Ceu>tESKhbU90;MWk_J4p#ed5hxKHnq{0?m9ATy)uW16o8}6_;yoI5N
zkDWM0+M1d{K;au(S}L(WbHNWim8Pa9N>}%@bmWjt=#WjxvElvuQ~p8lzH(WL;;g4d
z2r8MHa>ADHu&U(+V-QHK7Uhk>BN2>DDiBB(CH(#@^4N@&Q3F$9*CNIgDd~4q)===8
zM;&qH$}QJ-Kr;JtAh)%#(OOj+u!lF#_uv$OxC4aF-^Z%GHx@HLJOTp5mT5U!Ay#5H
zx+H7^d^?cC>LpP)o8i$J4!aI7L4&4;K5%<=lo`&rVIKu_ehMV7LMMmgr&GYMlsE$W
z2uHM-ado*JTEBx?diZ2?D%}L~%BD!)#Kt}XDeKjTfnagG3rc^)g{_Pm#DNx9?F{Hc
z0U(tWwI5?qI6eA?J-DoyF;P5dr0nWitS<3v&ejCnbAx+~NCWo_s(2N?hXVr|i2VNt
z1Ovq}I|FgQo{dpbzc}h&MgD@)gP8$===t>o*UB0vojU7t%qY|5Lp=D}Ie>R4$G*2E
zp&S}2)K{vp_;?sir^sG_3j-rpzn=X;8kwE}B3PzH6>84uQY^cO<tyWFrt}4rXBueQ
z78ikVatio#TVTF>c8;*bH*(Y-Q`=z?{Iw+3untC8@M{cczq)+BBr0ggROS{EF<#<7
zOD?f5#(cKA9zlu0`v+SYujqgASu%Um?|{4iU`vnRk;9^jdQ3@PsH=RDY9IT{DxDja
zLUO~b(AOGP63Rg;DSNuYCC(SC?LUmcC=QdfJ;gin%Pt}JvwALy;(K9;9*+}xeIU4)
zbkL*18v5TKIdCe7qchndCeJIWPG0V1$TkloH78#TQb(JB<ytLNNm+=$Srsz2Km6+P
z_0kN#5ldM~d77AF8FOcU$>6mjvEU_LWn#U&;fZB8H!-1v<*Z^kDJit|z`4DHZ~WJd
z_yh$nKtSKVu4GW5$`T||#Od9ezh5#&DnYSo_Po!{q*XrG<^>wK=VEu<s+G+AEoYbg
z$X%EXY|RBQWBpZ6^3p4JA^L&Y($m-1{GL!h1j|#psk}7h+G1Gz(=f!W9>2|nhP%&L
z+dn%fIa|5|`+#{IbH(7X414?FG1Cw6tOtq3NBL!X><JHCig$Gu5B&3$jmTv{WDp~|
zn$47Y-?m53)X|9jaLFVkc5!)s7kgKoGV(a3R8gzL=kt_U(eZ>OYf;glidfZv1?}EJ
zj0ywfTL&OB@>jJ)CIXW^aY5O7+IhoOeZ!O1b?+s+&okwY{;Vm|B|FTM)*Wpe`_-1{
z*xM_x{3dyI^ytV?!aWl|OQ7N8RB?IJ*E6zg%1XxbPwn=G>$Lp^Q)n9p9JbhvF_uPy
z$mLZ<GdU`m(=syrhgMrVZe{t;9Ph;)@7_^&uV(MtjaKMaoj+b_uc~4k^!s3K8?klO
zha_khrz`H~S68OxZL78tO4Ad3cWungXwnq2a{=dp)}VrBu}$Z8iOk(6yX7HiZT=B(
zBy#*#xeFeeO&cXnS)U3&g>1R)xm>NyBx5KN>^!N5?B{3O7x4$MeIIWgTaHxE`H(!`
z?H#V=mctrr<NW-Sw6l}5>pyv$psU|&dB>|K0Ow3ytqOdwo13&O{kVaZ8s_XLRZ{CR
zo$A(R&55KjInOgBYzvLmv?rBwWwZpIcrfEu4++-rw<Ioo8K}z>d*NvnH0-fj5|%u=
z5}1@p&j4Kl(wIirnYa{{xlwIuJnKl|Z$;!MV2JK`E6BMNreWU@Ign@LJ|Dl>U;X7F
ztFtz0Gt+6|@{7a!cU_G_2PkQ*s#w*dBjkNZro6Na!1?i>ZM4TKMSY+wPe=LB$Lu2p
z4?1KYu#d8e`hFhMonQ2E43z0uPAg$c9$x-@H!u5fO<sCwo1<7%{`IEO-EL>86AiLR
zt9+H>Rf|JP$-KGz;+&EG!j*aKBmJw;tuqOEJ~kS863U=X<j2WE89LyYD7vwFblJUM
zM6R>RN&d8(bv~%7wEtnQAvSN}L1fQ)tt0F$H$OoJ)2{w7ibHnyeEq`>EMIL$Z>7F{
z?t=%~TW%=Zr_h@Kfa5aJ76(NN&7(<B3hNfwXT4r_amS*&Tf1}h=hblrKKx9`$xfEg
z*7nZkmC}yd&MF$}92|aVJfEv3kss?hWIw3*kSlk~VRf_gAyj<y;kWvS<W-&PE@IUZ
zwr)GAfpm4D;b()mkKWxSlF22~nBUqfdRSdm{iC7$(ZUk6d^_Z)=V&!Km6uyg&I8EM
z*4V!C-h1WOIjipWO5sLyNIrr7+XAWmgU6|#rsgdT`{qn*qmQa3GNN(f{*jM$1J*Kw
z_k%New{I;6whxj<`c@`k7FJW%Y+r7OE8^$K+{enl7*L$~ysRbQkn@1Qn9#gfP*(uc
z<i}Ec<%{$Fh897eQ&aiC&PK-6JWJvGoTU>Vjjq&ZOZFE~!Bk4MLa}6&07nWB59bvW
zR8>-X1_CM6<4?P+nO^NJPYQjsv%4)0YK9g0F{85BQ$no|Ir?uR-Z7<Qla{n(U%B18
zaY#g6y!tp^?S=B<iZ+#$FX<x%{qR?OE%ma~m-_l~M82J%_l306Jr)?^GZmuWF}0zp
z@;Wvz;@dQwpKDk8mYajqmwJJk_hyIUuc6obJ3T1gDs$=J0{%hi_dBR%;rYpdc_^hR
zyR>W7e>nxp3MCP{g-<GN9IlzZT4<}p84$aC0kKoZowVRWa4)i|L44$=w8FCR^5dVO
zDi+=z*P>h*o@;84J@U@$Z#F2BDkPZW&ZRPTV`{+|M~SP|C>8Ol(IHSd@eWm^vo{nr
zFCjD{uOO!q^-oduQqaqt{1z&KpQt?1>yCH$ig?>vgha3frxh)>)4Rqel4+<YX$FS^
ztnf$HQ^M|jTU}w!+IGdHUw=kJHnio#d9_klME2(@hDs*!296j}S&9UY*4wjc`}D{A
z*ay>&Kig7iIDG6^Oj>XifKql=)nojuh@wh<)`uq#_IW3e;+)$*(nY4@_M;UAUi`RS
zPRrvRrMQ&5^J9NjW+w9q4%Fj+K%u7jCpD$Tq3o8XRfFEzDa&H5Uv#>_pDE;Ej#lRK
zX@3Ozdb!ysk-95GW=YBUaUUA2^S=g^z~COmdcMD|pF3TbPr|r;;Lj=!dbMcWxv*qp
z<6LLV_?qg>_>tP1H_+2-8hWJL9?K|VoFwIIHdQN@S`YQ!X=vhUY3nP!*jXDMCi5Tc
zHzbzaRZxO*bGA|xQwX{H>VnTVrr!z2gOJZjk!hrK=<8yLqY)3}q>?FgjvIJ$QU+^{
zZyDTByyREEreAqiv^DX3PUQ-0nH?6W9JYBKHn}u(h-vBZ=;##Nw!$3PzDkC1X>scH
z{3Lh<rPKxJ#cSZ<@y~uHZIpb`k3UZxensmdE_GHYb+K>?1t~s0?HkSuj=~N5nC%B>
zB<&ScHrGVeM*U%R8nhuc|B|bt-sZ-$p*QDLzRJew9P_<e_G^+-cBWPP#PNAa^uCq4
zQeYk9V?GEs*E+f$3bcxM;E-=Kt=UaFwKH;~708L6bV2IVHa|^K>()jqU9vI>4#3Go
z^g3{tRJR=z@k+hu%a&!(2qV@?Kacu7dUVT0vJ$U-sbeCElQHbIkZZj7CxHKIvo*J7
z?LsC8ausrZH<zBhN&E29$Pt1xY%HGdS3F`sMG$N0#~$eaKFw>_33El!rkG6{6<wA=
zKjUU~yi(3{pKOmK*G7Ssn8mh-oYCx%Dv(L5A($0wr<!AY8c{OuUmyOvLvnNz5r@g@
zUu2JYSi#;hU7>{2RpO#>>(1R64d)9yQ<YOstj4`CP13$OG~=APPuQcH+*>}2A1_7E
z6bao|Us0^^q>Q?>UDsL?SHUvhQ@zH)L<a?YpgF{aq%ZhW65x{JU!jV`R<F91^Ur%0
zcZ`P?O^xz~-%wTBVPv_z6sd=b7>p27yGB?y0fNJ{fUj<CxUm=Of=TG>lUsv(hAn(@
z4WbS%4w~-SP5fd^DeT#6Vmuf7;i;?nOFeg%IrNiwnjR`f5~M0_(3S#HGbt$G*?T;{
zXf(0p(eGyctBf1<=V-F2L#`lGn2MiM6U}{5bSW}pN$)Q7x@_OBx@><!PGg12K~C(q
zjHeE@sizIazLoTEa?MKG(Z(Fz<>v7Fql`8_6pGg%Ycf%sZT*IRQ6y{bD_Yc9z%{<@
zVzNH*=lT#+axUgV0siu*+kxV?0W>@Y?kX5(iU}*jh26uhgl-GZB6)lAy}Y@#=UZ3b
zD+p(~&I=hC)GG8;<n~=@XLQ4eDi~J_?9w(lN<DvMnV9MN?L%C*hpF$EUi}Z+v~6Sq
z{QyQLPx12#;#<8J)+Jq&qsg*Tnp=E#0Q=~)HrLhjp=z5Nt+K7aubQXSA39iU6pcJ*
z=>XJ#I7b)+aU^?8k(5q%CQ7K+ZKAp-%?I-g-^H~?D57~y3`S~Z*G)N_qv_Lb&u~%)
z{`8{1hO5M&adCLE;Kz#}G>eN$22SBr>8d0f6;Am&A<K<~W@S1hchLDY=Mh5c=%2ST
zXDcc-8Zm2+`<=+nyK7(1He_A#+4&?<`qHt6w6EWNxB^3wm+V|BkmUYySiH~aYt+`R
zYjN&~VZn6O>Mp&wr16kdXRmm%zwK|K@lgUnD@=!{QAcl%;lawth2=j|rE1Gfe0rt%
zm3(Xcc~!f+QwYjaBD3k{@Qaf^bn9Pqzco&L4}wc(RiptQ{Qi9YU2GkP&8(=<+q%jK
zh4ZHPc~2{NV3pI<qW|dDThON2>ff$ARO=jUlvkEOg%hvkZM*sz-44*G+(cosHMQFY
zohDq0We)?UvdNR}q|$bNnjCIa9b`*sFI(D{#$r-*S~M~AR#;d1i7!|OS9K|YRAgtO
zrT4evQNvHmmt`y84LsQIb82JMzHWrgHgw<Gep;DT+|*PCk|$PsToWUs<jyu&&K0w(
zJ<~ky9#ktA3rXvtyVFB-DhDi|sF&h9&b0~Lmn9%P49eG2bfjDD8=lE~msO1TEN-vf
zfc4A{80u_EOf->EU#r5dlxD{M%sDQzI&8*xi+c6?$puAcDlS_Y98xV@k<F=|lk<ff
z=sNm`XGSjMK5%e9>}arlgVPlyfzxFnN*eT?0~8OrPd1|cJ&IXillx{^k8`yNH!S(5
z=N5lzml^TaZccp?rB4l8-TV2RV%&wh-i9G60)aifvPGM_s?9Zo{O<kA%T>j9?8ga~
ztV`2NllbgU1X~h!|5VtG;fop%PYId~JCC{P8E4iCq}z;05-Rcu;5Yzu7Qw@#<^yUx
zkG?-6NCW5&Zh%gaMa+_DQ&ZCvfCo!H02n|71lx+|n6@z@EX9v5obYG&4)>ovB@!?!
z9MjT1BDp!X`BXP=prO2HI`8VVZP`vqrNQz+R1JS`x%9_Rn1KgWE`##9I4!+?>vNT_
zlmqot^p@q_b}F2AOzS<_E2Tg5yd6IYvx-zbn^f0ZP-gG0@%8SX52IkcVqhp)4>A<5
zcQSkR8x!nhwSKO3Od}(%F{G0xM_1Ghv-S2hA8hVTSbe&5!;9HwG;+=0?N*7^<M(01
zP1MO1P&LVM#{*vb&SK5wtFGGNJDE)L>LK?#2h-ke5nZx3R?C}Pt`ah+K9R#-%RKmo
zYtb?Y{mwU5pr)tK{3FX3fTXpUomGmz6T5eOxZX(?s3<V=*>#>NGS=^Lao%nF3Jp0{
z4lJbsIGAEKgHZxCbvhBbXTZ6BuR5mC(KZa~cpyVb<lDdFTFi>&bJolGo;UaDAx__)
z@81nE$GP%{*QzTiZ*`cqC*Jy;<7;_J=aPIfE?ScZa4J?~JQGk8MOs;9&uw^8a8NJW
zZa!&qOl9mKzBVQ6K2$CpP?^J##cEI#%r?(qqCn|SIiW|Hw;DTbjXsBzk!x38E`Q}!
z)Hy2a>)Vk$fL+b=8lvJ0sOcCq6w{90l_oiaJT_-;e)ZUR1pneF9<939(nQb;UC=MJ
zqf;UlF{y*PQ<aG@`=B61*PE$M|G{@RLFenEkcHmNXozF3<9&{20!ZFJmTFC3#v$II
zKe~Awu=IIzF7MgIZ4J$w0sJilUU5m*gSS;AMX3lK%x}!Bw?1R<^bW#Xzbsw*l3scN
zWq_50TgR_ov`WMPwZ9B%CAQPX-q_;$Cs#=zB@}JUn>SoWUW=FVV_RV%&@1nGbsM2^
z*-z!#&d)#vdX{}JDks-<H}`8}99r_hRCx_aId&V0C7e1>hz3oB#tmPReu}tT<hFKr
zwKJTC5i)~;0J%s8Qz?0a5b~u-E*&CMfq9G1tSLJS89T-AciS9Xjr2JPq;-B$<b5|%
zD9+P5JYMd6J80F`?=7EP5$t<V_hiq%@o&nt_*wT_oA;mn4LjAIX#*Ysp14EjsE5LQ
z0b_y+FQ4ghZap>rbM4f`PPuq6$$9qI;PZC_l>9Y$mBS}{z|+VJf5qjc2PyL6r>Y|*
z)Z-@7_vWiUb$w14O1at-J_Gz~qC?u>i$Xc<pOwE@eQMwNerwl-xY*g;*U;U4KHaOK
zlk(2rL^#Ii%lv6m8d7UKDShqN`^uEQY}H*N`Jws581EV_sQR-g!PQ?&Qug*nnY(SS
z67L6g#a^CL`+q~@Ady_{<{xy~yr*l01zHKt5pwXTVH%~R0$M-H`?-mmh~m<4Lt<iz
zel@ey4oMx-Ms6k3Ymt$e*nW+nQW=RsN8`CUujH{&c~`#<X@7yOoq?WDinh74-NshS
zGgj=F{MVJXsjj2Ut*2;2FjXNlwH1Ir!6Bmz3|<5W;}5lSrcsGoP{F~ZkWtHW+4$8i
ziz=$V5s?IbBCXu%Lm9&?vi=>4em9x6)~~^}D=T&QcQ`~#-rmD}ALp+p<)Ds1wnXc*
zk=x$KQTcjgk;|{cM{PUop*>{9MRzXWQ&Vh{E55(6xv&;j*RY5*#CA6O{FPMccG46|
z9e}=7e@rBG_);QfwD9Lb#%e95G~ve=FZ}fEX-Wa?*3(1Xd2Ma;@^k5&+V5`odsU4Y
zwl{>Gnx26+Ix4x;knnzH$k<&AV-aFxzw&Jr1P>7a(6?ps`KXGL+~?YNzjaVr#J|nZ
zkn0rDT5x1b&$*Qq{PPkx@E9%?mAZTj66gkNf6LAdD<YReJQPR8KoQHr$_HzU>pyO_
z1@<Rm=Y34?+SxUb8hRO7T;CzMl0}g2Jwj3$;9DnXg6L_8GsbNQ)%DBIEjEA*qV)zf
zQYwv#f7PbCpAz0yu2>H^<gzIsi%0V!S*0F%+C<U_AAJbZFPGG2!8H_d5c8kE6&IYX
z64dunP<Gw?gXqUw89b?d1BB22!3w?h+l&JkuLa2O<0vqEo6(MzwY>3Gu*aAeJFa16
z9RS0Lv}yN}i)5SA8!MM$zAULJXS>AII63iai+ejWBNF!Ywwd_?<V^@(qPHEUBkR=I
zaV#zCy3>vB{8%DdjLiT1vH_eQ3N7v2yt%OBEs?|iQKBZJp5otox^n0X%qbm)%<5tV
z3iXwdsljxLh%~AP1~#5HV+M9IXx<|jIlXxwW$Jn7)~n%j2vTJjNqhye9k%J|*^(f1
zJ>}VEJ6<Ay0)BNG$BmpvkV>3=rm<h|9_~t!|J#{ZfaJko=&PAGJxq|sfIa$u-fH~9
zg$pfZoS>X;qj^XEj;3wyX)~<#Kf{}l`$I32`14tjw8=0Q$;B&Bz3!cpu-9fyOdWCw
zMng$R$%KxQtLA(?$vM*s8i5_-3KWBwP(kR8$Dc|<{+TBJe1|TZwdpfc$GnkdD%9_@
zNlmQiwxtKI)g!rZ#=QWb&RgO`LJSsl^Lr^9c<>cIfoQNEF1)jgSy=_LSDuf!QK39w
zvfQhb?4O%Iz-U*`W)2I@t8jZcB=S7GLm()-5&F`9*>k5~ySvcrHlT6<Y8#+0cqcst
z+!DZkApxu-BocqM=5Upx=nZ-S7fAk%3~-B-`zj0I4FrQqp%s%qs9?ZUjjn2M_b*1(
zOu$z(0a9D!&^L3UvQJ1PJuE3#FQ1Xryil|R>arX7$=<6{{f;m%0Thc<>%B<W0zmNw
z(1#{LmH%DrWAVh8_;@s^eR6Se?T^|aNEP<RDXUJTUnZTi@LA?W6mCdF#N&2l5Mn{W
zg}uUcc}{o*)L@(IL&zRviX^s!!bnN&?OV5S2jmf?l%T?kNT?TtV&md2Ub@s|s-vn(
z2u%RA-(uj4Znb6e-;xBuCtoBj+ZV$+)%3F+B&~!NBK}i(Fnkn&=Izs6!#ms0U_<Cd
zc=&gittQM5YPXQV!&8WZlk<D3|ET=A^VA1v8O?upK6rG92QG*Mq6TZIEhupSBG@ZE
zBytiBg!$Fw8N3Owi3Oli%CB394;A>I`oS+iwFwUbC3-4A<|^5M*(X{LA5Os)$KhgY
z5z~77nfdwYuPtn^d;Acj>M;6yhtr=q9@Nq*&)I`}_CY}ruAU}IITM1qIYqDR!OUx3
zA)&C=C-rbq9Z-I5Z(a2SC4|kv2iiEy61awyxcA<lM<Uq{5>=Gsp`S3~cfur1`@4#9
zp&Re_H#IkFu>O5;u?99Nw7Qi6cTL?dvr&uT!}@ey=bxQ9lQa!|YtJV@02$Bp0X6_n
z&g8L959bB?C58gb`Rt}5$z3^!!}rvmt27v0PYvrTe(o&_kgq0<ahG30(ng&<;D>b&
z9^_DX*SJ-HGtJ>leXd`35`yaTkMqw|TJ7%?gmA-Oy!oG}uU~=X9RPnfo>fS<T?COF
z7v9+rXZv+_%b93`*p~Wc9mv9Nz+eZ0B)C9!voaw32I1L%UvRqW+)WX$0?rhNF|tr!
z5gZ=;R9tI<m*DRcIHGt3qnLje`9H7VPyKThKJ2rpz_p*huMqI7z_SOzdUZB-IIW5s
z8Jd^n@05UbY&}~oyfdxviEsrL<62y8wI!ks;elrt4m+{GyF4KU)<*-c4+)m`|6Az>
zf(r2}6@_01$Y1eyxPhjZl}Q3-frjfy<ysB%^R&K0PB0yKo}54^FGkBg1GUXbQ1fp1
z`IavxHZ~NHj7-<Ys_ilXeJ~DdzPCDh-AaHu<|4cd&KVi@F~39G?WKOQwW=)&$OM!t
z0d1z9{bZfU2M`vsdv{hxWpwUxA+lS%C{j3Q6hdiGyrhez$)N6^1bCk5YSAU+*Anhn
z4Cb-AVTWhk^j^2(zitf%)%7n1<yX7zUP3s9&jUd}$9X*9JW+=ODFVU-YbXy758(Lp
z3TBpX_uMuWW^m|#pgr05Su_5cIR(sP0aTrfe0*)Qq5wR7`fX^}{pQW^d)D9xqd*ml
zOZf(oqVb6LT6Njpn76I}xO1l*Oh<ilS+l^b?Lu5HOg2aqw<Uc@6VChMOjv@q_0>Ub
z5eHI>VsT_J($PVKD)QYe*jnn9*o1>+WJi6o>d*F~s{<^x!>&gNgc>Yw=Qw>SOaN!$
z(c{NopSCk$3IHn>5P~K_akNJ?8n8Hy{w(JMVr}`7B&b-P(Lyspoz$=NJ(?I+pc&#t
zh!}d!eYYMw))8>BCIBPodcILLM{r$)Pz^Ek<JYgox<EV-JbTW*g*iLxfI&6YK&gNP
zgaHjul4iX2^oJe+g7op<>6{L2+4~<dlai7aI7}+R<x6yAWK*JjO*r6X;ug3NVa6BA
zv$BX`G6qUtpDgHmz|72(nYp<~zv4v-K>@U$0oEwxbdP1-5}Sl2XV}j8uK^B3T`niW
zDL-$ue(mo_<DjHZYqf&M@vjD=UIO`!v4J)4`a@0UNq0Xw79iiip`~$rqYQv6_h)KD
zdi4<c0Xr>NOL%_(TW~`hNLv~Q;8!DtVAJsI1*~H5zodl#+^oF@@ATPon_=Z?1}a1Q
z1Xc%Tpctr^L+&_Rs$Kth%V)n%awgFK83~MoV00l10M^q3c*LD|tkkG<GkES?L3TI=
zpxh60VG$QEiU3}R&)%rJSNl737RnShZoL9fvaIKMAdn59;2Qx5g&csK1=F@*`3G)o
zv6umo_Ob<@Q^vAXz-WaltW_vLF#`+=PBAe$;7MR6r$g(dI1|8V@Dhwd^K!wZ+CqXE
z#7n?NqK>#AP_M3Vj1R%|3c!XGhUq1&GU8MbVDXIbPTN!@<L&QHN5lNrvi+%uubx{^
zM_hXEO1iBuPylWgpcOnCF0#}qwt8y>-*ofuO`}2bf`SxKSGpQy6`<{w9n2*zM{dE)
z7a%|b)-gyVXR98L7Hv6}BW?YYK2!x%W#ee86Hs4ox+VdNm6o>la`6qYzQ(il>C>+R
zo{6Cm_7D`<QvfZ`OCS`@J43=*Nr0qX1v^Yc$<|ozJb%W;W1(P^%^G}!Mk^&3<DQ*$
z)0*G}Ac3Z@mI{@~`u-7x6T;31+S=2f;*6dJj=SAMK557S)>*t3&qPn}9d-{;&VJ5H
z0>VmhZ3HL6O7u)jYVjrjPlq$O?s2qSsAX?PDqwb$%mW@`7s%`loLVoP2!^7wx+fk0
zBak?bvmT?yh66n@Gc%p23tU;fgxCy#En#~;ROWNw1h)AC_iGX!_2kCqbbMMZtP*xf
z3K0k}mIpO4b?clq#G>FQ3wQxRY;s;EM<5$)p{rWMp{9ml!!BQoI{{`FVmDeb<i~?R
zbb5eH{_G||e`^~LN8ezD6(iA3+hzpVA3(0oz^>gEs-}IO#vw1y2DpI5Mqpv2o_~*v
zpbqRm<;KPa6ae$2W!zTk1WHGq0h(F#JkfdT5Sr!7-LS+*0HLj@U<x86$AzkncQG(e
z4yFnX8vC;Xi_l{&0uDABHiC(EI2tHgV2p5JibdpPLl_=3H9hS~AWR*@3P|)oun6iv
zcy<TSHUSanx~HcU%p8Is`O_n3q>2g<?zqBl-%PJ2r0|jgA%^Wq>9jgv!=O+oz?|>y
z?v59;eyE61Lp}jS1jMVmrBE3lBfG5prUq6Sa3IftU=qL1$vYlMj6r@=-xg?ZFc~T|
zE5nvx3Y=zdef;#v6!2YtSGwo7ZGa7N{go&|2~(6F<{L$R`N9uaKQ!!s)L1us<KH2u
zImZ;3>FEJ}Bs~EWJfM_}3_>s;26-PzK-TW{n$G+WC&n#a?O#Gn!vCtV$@3{8O&<^N
zo6Oxwxk)o|<T;efnWiyge_`XWG5|X}KYtOlae(dum0UyiFhC7^MnJZ0KntZ57108!
zcnhE#+cp6D5{TKtKnz%(lmS>hVE?Nd3Tk{09|3cb-S%I>>XD5Ub;vbXWW+~tCjgt;
zT=sC~TS+ZlrhADZejVURLeOxj{hF|>l+;jay?K5~$pt{mb7hEq_wG4hGxyK_<E}Qp
z6(f-s&deyVOeZ_}{wknnqyR8@0XfAWe@L7d@VBzHaaP8vD;qCRqj+<2zR4EC#%AFH
zl#`PqVn0@u5?TxBzj#m-i`0~GRY5_Qo2HeyYC3gGG`l;48$gXpwXXmgpyYNw2By~7
ze+5zDlV0qViN6l}e*Tc<d9eLJECDjyEdB-TKA?t`Eu=*l-0Q7ywFacce$(GD!`SsA
z4K)F2ElDuAKNnXLm^GND5BfUTUjlC7j~_R}<^jJrcQB0w7Qp<fO;X_8*kGut0dzD_
zaN-;JY^XqrPoHw%zkk2L79$STX{yVG06I83*lRg9j|m)@PY-B+IM(dcG5>6^9p1E0
zci1<@G25p=VfPo(qc!yPBfxaeItf1Bd<{XM1p)4KIqRF**UY%{9cKFhhBOd)Q^1}C
zbnei(*$r`F<V-ZM9!8!7H*Vo}ynj8)gdkNpc^dPwmNEtQMKjT@uLB2-@ZO0NbR@t1
z=PLDR2cS}EY0;vG&Qpt#!WqgCFpZ$SqiiWV2apB3i!3#L4rb$^0H6~rFuVM(5rFAE
ztr@@y&%LuQfDJt8ZJ=lnDxW!j1Sm`cf3^BwB?B=G$ft--_gfTLLZbnFeEz^J4v7?p
z?E}#I0&pn6J~&Aw4JJ@g8=7EoSGShE003n77|qMScmaC+=uv@1cbZoNkmgQ4vvBl^
z4xY)mpP;K?Ry-74|H=+$y<3gF35dM|pvU4u@JYb@MZl&d$WZ@~_m5#GD`TQobSr_A
zTAdzjqT<}Igdjla1Jrg#U>>XozFhb5k%iynN%m06Z=#|OkzLjmsnm<cby91!JqMEL
zQCtp4cDqa2V<9zcJLwYe%ng`2Dqxsganz8=2~c?037rS(h(P>vzcqaUCr9ZN4`TDq
zU`{|zcJ>mv(B;e5@7|64FI(#8j-vpYoJz(4pY8z{4-e)f@AK#HAe)4v>O#1Ytnh#p
zn*WvX_z<x0jPv(=KsGFd3)0VjujNX3MxoJla3{;B+w`@}D#*V04L~>qCJv06le6=V
z4$So|7Rgw)HGx@?KHJ@Dy!`xM_IB(6LAA>n1<Y_86Qm1<)CCd%oIk*I{KA1G0*amT
zq?$eg5eLr)7LP;;`)1$0(J%tC3kzbm5oxNe!`ER9tThdTiKfCGI=Xiofr$S1(|}AD
zFXvri^z9<Ts_4w=Wa!g7n3-JyeL-;36Cec+Rvv7DPMZ9|G~j`m;4A}(*00V^wMUN-
z5ZuS))gBAnq$$1d*%ev$)g+^D!148+jd4T~kgH$1D;br>E9p2DTnoEI+JCQr#x1X+
zAT+NH95%!INC`Z>nha>kBZS=@vx5J5Y63=k{JY4)4Q$xI;a$x!6?nH3Uhn>{^1s2`
zxF4X4zJPrd^WT@SfJfRZfcOy(@&0)LOkDftrN>1J#47>7)=X6n>&i2f;eC#)g6b-F
zHcygv{fQL?nq9Jys{ne1DDOvvqv0tZ9GzT|OdveR5C9SqI2wk@n1B)e90!k(LrAC-
z>jG!-uP)uT@t3e3;I9+7gs2FB^AQ_PW=P>+h6YZx*Q)o};QleF4uBsU^9rYoGVZI5
zm*Nc4q-|YXM7{P_S-)hQr<OX)h{=XZKfrWR4cev)Cy>cf-)Cq-W7OFU6b0c9y{M>W
z5Y9USwFoGAi~f-e@S;d3%yr}>-xIz7xDTs!=Jye3ECiVxoOIj+r2N5DfZHz&7xTf6
zx$5N4@&ce%f&gFZzafz$V;s=Fb7pXu3?LR^6R75RSHE-`Hq-M5pquT-?%`dD(coXd
z?%a7VO~))@*9iKm7M<RKh9DC_t(O;ijsC#~=f@?4^blz9K?Cl18LK(qU+R?DFj`qz
zv4jG{rbrwJLWcIXO0bn8pxXlUvfLGe^7M+cjR;<9Q_#fZ!*Lq?h)UPxP!Jn=vaDq!
z+SP+(Gy=rLlcy(Zrw|07B|K;ZbTGb)+gtNLWrkoi>vueV{`||AFHH_HFxKMPHcar#
z89Xc&Jgm54wPLxe%F`K6>asw0qKXOu=pYINVJe2M4s=(s5>m3g0Qxi0A+y#9;#3ju
zU7Hcl`S)<%3Db;0V2ThCp`LDzd|joAq!m09XC-k6w+`-1gWDV6?guCZ)X9EVc><Ov
zXg&i?PpM^P3=kmoM}P(_HrV_HQvtSTT@$_W3p&1sH!KzYChV|Gnmm1)fk~7%b{jII
z8gSQx09jWJ1SS*As>m5aSOuF)*+Gso4fvur#Q*BUnZm%5&ov1LtYl}&4D5OS$!pG>
z?=*%Iq&T{N)2zQAIZGh^YS-C1{!hwu^(?sa0f|59RXB_PKN@x8d@>$TE*Q}vV1&)y
z|4F%C1;fb~j8c+bJ&RiYcW%Z7U(x+L<e9$yuOtp}^Doq407D%FjAtu6TUOJ+I~?fp
znk)~D|Ky$B&ad|d2fAOH{|1I{wSn_OUVo~J3#GWM6Q3bMO=oEy-7OkOvH!Jy%zu5V
znwX1Q6^3ek&JY#2jCi)5oBw%5fV$frGM=6`Qw-4Jvn-M7?OVhB_wbBE;2EP=@JwEF
zZw>>^i#+@PXPeMb$G;CEi18&5mew-@LsXru1pE*1A``?bu8-q>p_J@!=j5675xuJk
zdgwTnL+dO=L0L-_a7vlQZHOIihokwgTzOI&faYz)GXZ@Ec@;}nwy_xPEm5G?&48f1
z4w`|f+hPTjLAanA$rJ*52<pTD94oO4CW+8hl7{Sti%8&(6%duATONT{yD!GIFrv~7
zj1t@l<pUbivVd#rRaapB-F%*UQVHt&ZFwC@OT|4zPMp!6D3K1>)BqIBvDE>QFi5%J
z+_8TVlxluG{f1q8_3BkX$!j!Ie)g5Ni?E2&KEzoE%?7xT%VJNHsRwZ19m#Sz(xV_I
z0&RvF0VR>>`k);aMOdmne|N>9WDu@%Lxl}@f>1bUI0K-nlmAwh30x15eI7u_P|95s
zR|3fB1seh7d?f1HlOI$c=4^A1;O;PrdGc65&j%(ryY~_o7mT#-mioGb1VsW!NEWAs
z15N>K`+x>3&dGs08O{;H9S3kP8Z@!LF%3v_yHZ-fSfm&BZ2nID<FD9Z957-~PL4<`
z=$ohrsQwB9M;Lhp?Q?_>`~q~;d<W31%`^!2CZqk2E<$ynO#$?h=zyl&WUr;maJ;1o
zn$JLhf3g`@dqbB9K`Jyr`d{(U!=N0<YZ`991a8R2Up-zJ2NJd)lZBfCA^ts5et!O<
zNKoKqG5{^79w!I$aF=Dq-NY#v+5y3=aN<3r=}$czeCUb!ZEJw}mA<41fVt%@j=@wE
z{><kHOG|x#@^V>2M^dYg+)e=rm~-?DZTYf?Bg%AE0r@M_x_BvpYc)tN>hWj5mBQGw
z74eyF!5AeI3`(YP0Ejj%6h<$3(YJ03M90LOxtlYgXK-?YUXz4lBp@g){ZeTdx*iS|
zP{RC%q<sU3gScZTfcq}j|GfXi98dM)N!)LC2$q&J{XAD*u6UQ6qO<_N?zc`W7Sut`
z&>18hU2IF4<Qcf|_l<!y+^Fa{7{;|fQ}rj+lqO2g&LH_SpeJp~s_pTkwEubokQE=_
zf7SPt3KjqN6T^CKk9#xzXZq-+CI0C4cW1b%#MxRu=imhw909m(qy!X8&hC13&0O#(
zIpH!W<iH4O2fXCg%^M%%l33n+bSpVdc!l^XfTZ08+m<9?XeFiTzj%L0Ahr3);(gkF
z-PMz%=eP_f(d@$L8*E?*^P!;tKsVy*x$P!?kJlCl5^#J6U%LWdD=&{tES{bFX-6W4
z@Adxt%ftxwYb`j?D~G6mK9Xia+IJ9=H`nIOxRVM>>nMda0!UPaTET=WMhi@Cb%8Yv
z*VQjI=U~%7)m9e!*j}B);aV+g>mUSm@RaNpg9Na`1hTPthT4fS)a~&;Se?ssNB`%c
z#T!M@)pD2W+K*}?Dsdqy$03NF`8M(+C1G82^M|@LF`Y%a=RV|4USU_=w|Zre1WQLs
z+FP^bFNPPsMq`cJ?B=v}EId~R+V@nbsTTurg!>jo4b9Z83-0TOmIiisdg^5k%DgF0
zG|mdnN@A%qDL4|%a6Wm4vK@HLj;W0u{gwaa*QQ6eN{!HS^bN}AR0BfXh}{1!3<pmL
zjyx%3v3Q}{c3o9nN-7pl$F0PkNZB4US5>8$mpFDb`q1l}oeZS$hRj%!FTx1Jqh&-h
zuw&axDCt-~>-9m7jEhI#Pr(6N=)0*T6Q0$*E)h|H%V34;X%tucmg?*|8q(&usfH%q
zT_p+s+&{P(PLsWS+{zQHrZPELM;+sHE+937)BWb3VR35-_AZCP_JkFasS&YviDY+@
zEG&D2Nt}kCsOMvQUmCCFmFcc^DwN8C-q*#?JaDN^`J<qY_Mv!@)w>H`_%z0=qvpPT
z8&iKUck&Bnuzv1hHL)dG0&2St=1v^Gjmfy{v0+Lnof6S#0~2Vwn;N2i&F#r1@`m!M
zUQj~qvW2l2$t-qOKpQj2v~oenO@W-MjPzsW@v7CS1*5`6<wKV-L1T5Cq|@&~u`Q+z
zE+53GWA^YpbIZzfh!y*oB9qm`nL;4`=+viE$lH}X_goZ`lb07dtBOh_e)kQ}T9u{g
z3>c%T619bg`GS{^)6IOAqlaCrYOQr^lB?d=HXm;^P|}NEA6p<|np=K@R=Ne+ARv=g
zE_pE7>)^E{F1pZhS~hxwN+~>6e80CNoJJr}1$AVso{M!5OI|6+9dNTB{<OE;H0Zl_
z*P_4hXxn9Hk^7ztE0tkn=HT)#P4D6kW7~1*_W8*oe=<dMNi)r+aVD~lH`o<|ApsQw
zgCvNf=)yJdV>_+y4_X?l_3|<zSK9-*x;Rm7I4$Er_Y0JwT=lF!-LbxOg+VkFXS6&g
z`JiGgi1GePPVj0;Os4oj;rnWm+Oa$K^cL3EA!Q8XV5E7GyC+~tOd$mn0m`B0sA~^L
z*N~utv6?gh_(por*jRYXBJcA%XZ8X;eZ(Pzvc_g_mE`;^e`Ts*$8m*!aWVEFGt)ac
zIv)^<GWNs_ezWW3VuW7ybJ(|Ljgd^2$-OVljSZN-qNr!Ao@b<8IMCZ`JsLOofTKQN
zGsSoDQd>TXmp=356h<~2odlL!^iI_Bl{QWRaFl)mox=nxC74^wo~Vvg_2us^<>%+}
z1oZg$zo!*@qjKMw8Admcy`95ae;++?)-!(G(dkKg!z=iD?)<54%LDIRZ#{Q+(}5Ey
zR)ur#Wq6P-MW4#uCv!tLPSuc+xOge+@(?c7bCCa`iMv4s*AbLf@?$eU<1R#j$VP7T
z>#JGYel^sHw#}EeO_%dE61IC8deiMyav_xJI3gNPT<5)MUdVPc4Hwxw1|5h(oFj%3
z#g%TuVG8#0zkd5WXe2&t^YSRCw6YFa=wGg{T}+l6eg`ZK0T@{jx|b}g3zsGzfkxgb
z&{|Fv6B7fz)Z!tic4ptxG%(-?Ukvi}aH!P&!?fz&{KSd@xmLQ^QC0}AwMG&9cw$iL
zPD*}pZVmpuVpo^JYAm_&-s{X&pJL&3bN%D@`N`k=#z|8uP4XXp-WEF=>Ks22Te02g
zYJ2W%_K6BKK$<$Xy-n0PzKAdstAKvj`k#8yTS}h7iI6FiJ#NZ3&=jf!Q2_+|0joKH
zPX#fim<6kTNdf!)U7}0w)0JdS4|m_HXkYI>@U+kN?3h%)t^a<ob&x83Fc(#2SmW!U
zAv4~k`L@T?Z*@01e`_aHq5qCRph4S_?`K3#b%tzv=Xmy4N>ld(C(c)|1V#4<j#3>z
zWGf=?i&j8o_T%z!p{P^=d|d=Z?>-F_LIty-UcXNNQ#D7L61%mLWSJ`{CDiahc%9av
z=ppmy-T76e^V(Q9w$-)}=2hGjz2fdfx6hH&+15Q$0Uo65R-Db{O4k0;f%%x5WCHA5
zNiD8+IhEOY68-o6>$AX_ZEa6pZ*vk`iP&`FO!mHq7Pl2#>0n5rUz<KHvb9Dagupf}
zkon_IfZjm@Xk+HJx>d5OYx-f2+2?`dOTl|Y1_Fj(@+h9_RX+8VLK#Kp-EjvbH?tp@
z1L@LE&+#(Scgae{$43SsD)UR(V*FWHcmK+U_X;;WvU$BpZN{{&yx)79PiLx*Et<E7
zXzR^n$jCxGw(fE^N75h!a!<@_#chN4cYj*`S-FNl(AR^wceLUGzfqMAh@|g8R4{Q3
z{slOFQ6vo`<7E&^aR*aP&9uHw1K+AM)h;nkt6yS64Gxq}L_`F1-qq)jFF2+j4jazj
zF8#n}7?h{<Jm=PjoagbGCDQEMzT{DPbBk-aCPnx*>bCcn2a0Qdv}lG5$m0)>Gu;s2
zvLdh28))i3rmdb_#d}e?v%VduvK)54c<>E-V0qzvwC`cCPWgTG!B&VzO&ey4QT9^a
zz5Rz=JY?N>r1)NB<(10Ns-W5Af^`ZTEknHs3=s$!Q&z}uw2v_WZkV@afgS<S8}KGb
z$;ebd-?av<3Pc6Ia|0l34*+zF$(gMfSy;`!?-iV^SZJJgOx@n^(eb_cPu2x4S=a7t
zR=@?FR`(!LmB^``?2#Vv`%qT-@_H`o>hQ$n8<q+8Y(4X0^LLWp+*{Vsw_bcIAb4S_
zk%aReqh9#5g@B)`_lEH{mBIw#D|y^=N+C~_>|WArTEuJ_$|rzj<4Kr-$R*!|_@Kq9
z*f%?A#tNJj?(}JfGMswFg-QAJ%zWUhA&ze)SAMu4DRBROaQyE_LBF#MII|1wQO4|W
zu4sNjsHj5B>2hQ>SzrRQJtSH3t4pX+sIL}(nzt;fryoP4SKjg_ExHTbcmEQMo1zp>
z2qD97Y4M8eFBW$KaMr#S{f7M{$XKw3FvR@`2hz}XH)R~Cp0bKRcF=C9N~k%$U8|<K
zMV)l_N8@CRkxH27>+U`uh7ghj$)g{9J9GW><%!gnexg!EuU{|ai}`9#PRpC6if{Fn
zIB7xpT&;nBbVH%u7cb^qN}I;;4(-Y9g-Vt=&y6E}e~ftdzTf5{6!1m+gp#{Y5t1A^
zU`k?gB+@&Xmn%B)yms#iMbl^M((A-2{h^dyb6wml%fhsoVdL4B)w#8MzVp|S5l&zs
zzx@ssY&uJai|}o?N+v9tXC=jE=Dd1KN2+MCn-bR*uNyUMB(ccWj2&r~3ab6-7SMoZ
zK2fT?hkByzo4QMaG`dbz!yK2F1d-2&hsQHcP05EZtSI{B+>UWul0l}OcNLz<eADKb
zc1Zkj_4u4+?JCk}%TKa<_NUjD<<8cHkMBoA($E*s`SM{$AICs>HMl~0qG!~elk{yC
zsMng*cLyi)-oO%Z2KW)lBe}9Qq8L^dguipH8oa8-jmc6XNZT+>{93l(XoV?LC}Ii$
zJrP|MQ^HoJjZ(^2)0TglJUma$cMF9_bC0Q4gCXI$+w7r<A}i=XNT+69Zn^@Y>6@~G
zaEgV~&ZDw|sIPLR5$8IPhVwQrzBsYyC0ytuDVwdHTnIh3h{R<;vYK4gbxZCh28qS(
zI6XFJ=TAk6AjP~C!IcJ(7f>-bQtyNo@Y+=O{=e4FJQ}O--{S`v67rCt=xb^a8S*vD
z7#d}Wlp#c!r(_O~21zMODkV}WL}bcPL}^e|W{+7BGGxqr->2{Wt#zlh?z(GTf3fO0
z&l&dFd!PMzy<aEPo;x;_?XjM`1m^__LQ6D?a&FH}qiFs(v31uYbvN$cc}!R*P5bzp
zBX{<`qZS>|WLsVe%qy3P+_6P8Zk^z4otjf4+pfL2XG<@y58ve9Z^hz69qRP)3BMy~
z`>SUaJ9h;aldH?=QoTs=JF>(cB)iYa-jd@qw>-VUo0l+pAg`CU?Y-jN6swz?UiJxc
zy;0#eUd1qI#LTc_&6>3d_g>et5iv#wB2#_ODLd|BBIGmF&iF()+!RYFaXY`bFuc)h
z@$_-uvI?r|O`|g|x?N9l7_Yj9Y2Vw%s23~c-dm8V92sDIiEATe^HEhgLiNTX6~UEt
z6lMP4oWT>f&F*MjOrT$Iaf#0T;%-&&$nt$*q%Kc7=Y{2slm0Znq3mxHvrc9qY>&jg
zdTml<h@zL*Ogdj+cHWk%#UtviD#xCge!0igLAB;}e&Hvvhm*1vX5V}9cW89&lftcf
zbU}-ADk(-6By{PC6yxwcy4_`4Dq~Gfai(40=_Qx09%?Y?a67AZz!0arzJf)}1v#*D
zl+H&-RufKvBVkU~-Ykq?ZaE$JmFvEwnOF3eRPD&l+v8`HDRq=bw|&p25K^mV?itK#
z$F1XzHMNZ7Hc;(7xkrYdO)H~LQ*?M?*@&}=F-kP%;Iq|a7{>H=sL>icT0FrA-7kCW
z2>KP~y)}(*zd!$3I<@7?o5UG}aa>ZD(74_v%)Cm=s&uQ%U+iQ$x%6EUfuB9PcJpJJ
z4Yy~?^TTww<L<E<H-}dGaMTL0?H~RfwDRjjVVA?awycD&lYfBNe*c$(`t|pE4Kp~y
zE$YQ7zdP?-;iTAYNzl`$-?A!cXU1q_azK|?ocgr9sOZ*8F|qJS7GVk20y|^l__yCU
zRz{|&t-k-OaQ%=~NN)TNI$OlPt}D-fR<zSu^geMyaL3({>$PUtxf-7B%8kiCJl5*!
zhK?x_5tAy^XUdZ$t}3r+vm3$;`-56+9J;HeHdq-94L4K-CFcGZX;buUs%{93uc292
z2NkQ1eyV#ze>XKpbF{W@roXuO@s8oCUgwZ{=_+qukJR{y-*=i?Zp`Z!)BHvn4c*mT
zTf$sut>$;7PmK57*>!}_(WT>T<O_e-ll?_KQF-*#!J<~}-NO}>`GNc+Uw#ZEJ82q*
z=_I%6F<E#h^p0MSbrI3pyX$13v_)1{zI5ko)Iopd;C@=x^VUaqr*F&fnK`xp<ud;%
zbe;Os<7TTmriG4d4{>7MVE8o5yzquM4=aQ3J(&B{nY30u5qN<}!VL4ud4?B{h(}Wr
zMww>Y{p()}G@H>H?#`^?ua}5v9PSzlH{Q$h(R#k^Q&XLyH&5zMhWjNUM}_$7t0wY3
zW!gR6%{{7<6)*9~B7e_bz5VV2MZx<s+p{!&JI$8&NY1<WmR`vlF_ctikfX#hgPcC3
z6qH#g@?Ist8D)3FM}Cr=nfE@cm=>!Y$~ed5&+IinKT(t(<2=kevGM0@-PAyOLMpFC
zDf^D4h|Tl9Gt+0NjWLgR=6`5^X63G#-*jU!D9~p}Ak&J`px=E+`djc|-)2!(SsY!|
z#fxt!TBfNF1O2Hp-!pp78jWiBYRJx7y!yJXr!D_|-MG~`c|+zsp6PBi-S1w`{jkdP
z&N8u}^}7TI2+UdKzrXRhCrhoFc3WUxU|(KaNp0w17wxZR!i^_ncA7tB2y5|ID9IpH
z%Qj8^K28x8U5}2*2$SctfW;n~o8RHh;&^Alaka)ye^@KCF?z@&F)u>Jvmz$mXsC_D
zoYpv-JZu$hnlT-a8#>bZtvaux^zNyU_0A#ct)7xn)iZthkH0Tys7tzbEUi|Rq1DZp
z<f5dbT|tP0MmwbF(RMC8TzQxCFss{FUCWt7CF|D~B@BsYqFU)1>z?7_rG9cjiYV@A
zn5?H$XH)vI;MrEG^v1<BMWKAm&g+QMH2o5R)MM(UEsjg3#}aQ0lv*z&Dp6v|p!Ask
z{oro{T0L#&hDL0MK52iw!H`}u;_S&0vGmvWhGLfn`gEV*slilsUe98^#2rNwJnvsd
z*!T|#UGnPNJ5w5>JT>Wi@@`+h)!JhKbxudp8J(swYh^NXnVX+eo#;y*%u4BXk7Sz;
zbaA;?d*J$}&+T~~1?rr2%IC+m+7Ig0hCKE?mA~rpse!KrkB)T)`FL!g#MWTHyh^@U
zC;k|z4R24HV0tm|!8hMcQoW>L^2gkSyr;R6Q=`~enpACP;6RJiz(}A}p@>O|o}qBb
zgT?MaD;-1HfxTV_<~1FBuSBk6LHjUODxT0bay8Fd)P57V&ZflF`qSR%r~Uo26=t_f
z2Wsk7J^MfR8c;bJUv(sTc^Y1!jts=n8&-dI6$+9()Xz1(pdspFi@h>x|53xNZOF`P
z&dl>dl4_CqMN)k3>n7LhCQ@B<K^*rjVy06i+md9tKN{WZ5B>Fs{&D{-HE3*lYBbCB
z4!I^sZp6!yj;$}yGw74$Xz~vO0rkWieM54KE58PvbaZj{e||Q~_F!#W2+Np!bbK%u
zir1XDk(`#KZEw*VTYn9<&NpqPM+hlBG3ZY9z{QBU*75kl{*<}O24{l3n_=z0pT6cF
z9ZXXBXD)RxCq<kHKdmOm@%-i11C6sb(F3KqwwV`8eCQdxpYDv%7e$r9h`vmM>cU(R
z5tKdCPi&s=dfYS~qQ3m8^LuqiXwZ1SpiY>IO;<|)^36xfw5q(-7anW>QX(W^5FL+d
zannaF6E|RNOiWihf(_-!C-^DG+#U)H5dZrYwbi2BX@!f+y3z55c(LF`27}rrH{rtT
z`HAkW#OD1!<~94A1>~oj2+HnWb6z@I7OmUw65Fh*!^>xF?<sDNJLYJ~ajK;yI(XKl
zI`+j<c-%FHg&~`GuiTSq%M+`<6+Bz={N6vbtl2lPT(GT-DN_7F4*d^?umgpguqQol
z;yX9*bFzA66cJ%+$F6Tl|ANi+*eYVv{<t!O3y~F<$_}5U`^>Dpk~+<N$WLhYsfh0z
z#`{v?NA!2F*291rX<Z&|=BJn}9-kD^5fXRJex;y_$}`K98uY+gSqEf`85v$&stWi(
zPci1VW5kBih={8Zrq*>ApANnLz)ztt(n(S`*a)W^Jj;lBnN|1o;hZ%;i0?JRPl!1x
zPq{ElL%Jv`GjM%8AxwJLq!-q96?x-N`a^V+_$VwO8@MH@rb$01`muiSSlga(yA&Wo
z4?|1QE25eI+~BMaX$o1ho%u8KKRzCZ9$>2Y`No5FPzYK6tFCq5JEn5d%?SsXK8o%C
z0O(KzMxiQOSjWS|bI<(g5tK*44Uj546y8tQyI@12v#8O*)^dYWr%NVmb`@#F+;>}%
z9nX8OU}o+1D~8_E9%{FM?sI&|x(SuLDcXNd)_&zIkG(Z!`25&|;qRbHC$ezT(9j^A
zq!~0RE+;1^d+fuSQjnzt6=tZTlRv(Y>L_o}f36lBo(wy1Byy<3`JsJL)~-#PTY&Kt
z+FZ?rZ1?8J#`j6-)BDXykM}z&-u7Pj?M*`jY4fD(pRbI$<)EY`lN7e3@^Wd;wJm5U
zGrbpUO#B3dvE8!U;o-z{tZAYLXv^k2=W8158*!9ZpS&_7nA!LVJ>#||NHH7j65yfb
zXtMHQSM?vcgi^lEjAEumJ}Z<(xr-3s8O|Kz!~rtyMJYns>NzJ#t*X_;i0p7H1FFdl
z`a_3ApGMk;{EC4}5d?Ij>(i+?(Yp)`%o3&lLE7CEORPD_^R%O}i{7@-qy2NHrIJB!
zD9!`Fyc4I%fde@J*Kh6{F?R$^b5qq<;z;nYLg`q=DuN2|?jAs;CTsu1PIusMqO6P}
z!93Xt3y2rmEzV7G@P$FhLsP5)#F1nBik>XS5>$Y6T_`YBv=#Y~9#K+cMi`lxqy)B<
zvfe~na~M~;DF2)_`QR$vty;dm3IK`D0|YzY|KwJ|KPFgId<xWOfNk_bL--a%u*g|0
z7Z(YV{YoxK#3qnr$Rs|PB8LPPLQu``5?M_XWmU~>A<cCV{fTVb_GM^bM*+R~wfqug
zDJcVlKw$m3b3HEZ_Zk2jliJqS>rr0k6cSpkXY8P~(;Q`aEpX8}Si3<ER^QKO7sE*I
z=hut8LC<S-4%oMQ{zuDHS%wgjE@;an?ECZhinCL^O2GPlc5qPI9PeG2mzwlSI+t2i
z+IcE%;jqGU0d3NJWNb@T8UN88pFj<qipr8=v0R{iRS0jw^G==BGl!jeLVcq7!pX~i
zZY`d*vCsd51=+5~O;HS9+Nc!U_g6P^)JoaB6ogy?_Z3LT`})!8N{gVNIeB;(^^7^!
zuaAb*j4@-tt{?tl9q`ZCI350hLJ7wXq~zt*+if2yjF5qA6(0w<2%;2~ytwuU*$U8{
z!efZFE7as3q^2GP{L0ab)BE4<WWlPI0(Sw_z1$|=fB2vSo><m=qnowQCk5;kpUtTp
zcmA1MOs6Ya_4uqeK(i=9M83JmM~e_r^V^4Qe*x$53x>&yFyyTwdg3iTa-wt5py;$N
zty9>8WQv6qO6~}^BENXa%z5%|VBcCYBSHFQf1ywxxjE^SiFlMK40Nsn=jSuKgTbIN
z65h~zMO~LPkAj7hl$WB*aZr-lN{T{3#9x34`Vh*6x^PG8AVK3jH|b1M23SJMQA+{g
z_Q0XX>Fw<;s-e*_ed^e;hoIuQJ|!spiCLod$AzU=Xi+~LdYC;vQZmYV?fr(7`}av+
z&#khkcDp^nW>5YvtcxD~{^9x*eb?EQ+-Fn7Qyx5ct@tEtc}Y}G?(4KaK-gWocYEJ-
zbaQ(`7D2lN46$y6V)4d(o30Iel9vXns-W|$r~RR$LZdtS?OiOFrQSh6h}^_$$)}}A
z=ZR`++7O%|-EiWt^hl>w3Km$0r8;;EkrO=QK~v`5ynhWLxWu>H27S{Sw1J+dVT&0c
z=JOb}M*enhW)w^%DOj|XZY;LxVk3j<Wg+u^d2TISI0prGEiEn3ELWhwOAw5VjOaXK
zDo-L_oUd*eZjL(<v>&ar&6C~I*?CJ%lI9gS0%;Mq_HD|8k{he=SDWRYNr;OR1g$AV
z8oo<nY^-uMt!k};%bH92Vj7@uh;o?qB7nufmtCh=1C{7%;?RpAU!&Ibmr3#iSC3?%
zIdE?CV7Gvq%a?S_!7Ug;dWF9$qt!uudV;?ZErTeBT#Sy$&(EKF$*lrP8=}EErG&v*
z(9gffo&~_lGxpw4*JchuWr75=UsR3(l7~s|ofB6J6sOwz_j3TH^{!+`<rKO?HUh3#
zFMg$ediNCs3H<}R_YHUnT^m7#8IY;C#clxXV--e<Z13Kxpjz)F=SreEl8s-Mh)Q|B
zco-_Osw+ZQ0DNKqIOun6W$VoC7yoq>FsZ(<?#4ywVirg$e`9x#DV=L0HI~0xU7y-P
zWIClWcGVBXf8j;aE@`jSfgwQ_8Z+#=u!O{i?jq7-jiKu`Zf}^m&!(h^p6@4(&x982
zw*>Jo60{$St5bb@N1WR|50b1?vi6ynyLUY@1`m6eDY#)2XQBqpmt<#iqGyv!&@CJI
z&$73I?)9oC2?A**HPbi=35l451XcpXAtL~H!M;NDql6Y<W%{=9u?gJTP~HCOeXGW{
zjNc)}M*eseb^fDR%VrUiF?Xy5KRJ|BG5t60XF4sgOJ=YuTeEm~A3Y5xBrR1y*(>?&
z#gzb*1GZ@s!_7J5=p6}23GTYXqk*_buJDD+Z^hM4!5pK)RyJ~KsHrKqBS`xdMi2MO
z#w_ch@zeD4l0}|H-+Ae@*6{H$hi<I+hzlin*$!4qPJ;w_3i2j=_`OS`4wd!Spf?7s
z8Sf+|$-w`B62cjh&v!4(^72)Sg*S0OY7P2q>s8|lxmOCi{&sE6O9K{h{*O7~Z4|no
z+>vVlqAbyQwfYJ0&u37!1i;OVjt@yMwFN^SUf$NKoDP$3VB?>)n{1Glu9+^KiWf!3
z>?nHmo)*U>_7cmecgMqcvN_uvEo6zS)r9z2PQWDGSTm!iq9f=@aLr0n8U`o73B%tC
zg2KbI@p#RhwNH+pPecc|l8_GjiEDWZL=-prG=dXgUr%OX$5r(052rO1&}eAN7!kPD
zgQtP4vk;;R3Ju+7FcCY27)3#Fy2WVi;Uh=>`q{A3vW6~Z{^Q?R_oZ)o1<fO*Z|qM&
zzW%>R{jYvX(iFnTqp8{1ANa(wkONH=T?|1*hro;Fe(*0}GH&VCM~;!Hj}4MiQg1-I
ze}RCUpY3Icv?t7gr1qL!K(RUEO;yz&Yc|PqyGT$JxJVE|!~>~3a=Js}lc9@qEfJ26
zj`rxvmBW@wUpHcM^coqGl+K@>WkUFFG5t%~?7`qh(NIb5vtfXYJEDUFu!mZk6(+0V
zl9CJr1hx0jVUnaVw3Gw^V*T_Nr`Nb2iTY7`KzvXCgfrQg@HzBr9}^Vz`pzQCp^q$(
zV1*E|eY)8m8>$4$7D5x&t#=|P2#cwpVMtMY4xsPS<)wLXaq)6eExA{^Xa$C>=YuD4
zLy|d{95BM$AulC8=-31^fhKXNEL0slkE?(mOz5P%9_~<ol`;X(Qi_6t0!jJ(YkG~N
zKVZFtY3CJWwi*O9AWp<cjF3=J4i92%HyxCyk&i`gZL?>Jm$A7_2F(DBMj(WU;k?@~
zp;lx5<Mcdfs)a`Qm0bePYBvcKmj+JAVpB*}2;!@Eo;;aXJ$viZak2|kYCp+M?6p1l
z2+<@Av;MPIprSBy{pJ^hlqez+6qS}dXYR9{@8I80(YuH_QkUPt&c6azpuxjtjHv_(
z9Fs<HWioVwpD~P8wmq*eAR6#|Z~;k%UkJX4iiptR-2rc4J#CjRgWFeOU&6jkmj3dT
zSRODfvDXmJYVk-K2ZCO_eg?|ea*Uy;k@B>M{+>L6S*7E9lx=MM`#!FvNm*ck=<>Tu
z@}Vzh`vk1O5Gv!166nW0;lbF5;Q)7#&#V>TTuf}b{Q_Y^CGnh}5KcnR!HiH6|F)wm
zj@RCehPXfda#_%n3sQV;&DnH??S29zXNJs7lYl4s7#tzuVS=Q8oP2WepnWL|3&SNL
zm7);mmP0gR`qmw|BhY>m&j4d%N_u)a>546^7EKu=$z}&fNMT7{j0BP4vL<6F=0^e_
z4*tfM>qGSYSLkm$QrAgd3<P+7$kqTeCuhB-6E$i9DCCk?ZvirslWSXvuAYlB<l8Ms
zq>OxBL-UK^LYhR!Xy}aE9gUE6K;Ahj0cKhg<%#|sY2L#Z#NAj#MY*7#04fD11q}a%
z?6hacE)v2J^(U)ZA3PZUrxXS=_tBrtITdr$#rSGu{{Ux+x%DP#h8>Z2{;G@6h{{$a
z85u(s5nbfu&c1ixBFLE&u4)g++VpA}85usNGumXxf};|%3kfnuyci*zqJKr{^d?c4
z6=(`M-o5%H*-MOpog?wu-*}pEpAi5beiTr&vDg^QxxF~T0&AynBx{dCvCS5y`;F_*
y(=lFB^5>!Azdh#u-``4t$LRm%l_q`5baNHSR~z=-kiuJBh~0Yob+dGAPyZW8(-`vr

literal 25506
zcmcG0WmHw)*X}+bAR!Hc^Z^k;LZrLJB9szo6zT3pQ4S#pN=SE?NOyxGp`;udq`Q%N
z*T&yJ?mO;>`{gnQgA+T}UTe;0K5Ncr5~!kd_X^%MJP3lW+*6c$3_%#a5QLbzj14~F
z|1mZP{s=qDYdJo#F>!P;w0{9TGIX@Hv~jdFGh%dpVeepOV||B9i0jTRMpH*eTL%$t
zZmWMEz-43qlDlJG>j}6BuC3xz2M8iEgntp)l38XDWK48VPFl@1er?>%mF)L~#HL4t
zV;ToJ-U~ColGi8$ES*LQa&pyT883N~irM2=H14fegz)I?{Fu)|E9rFJw>YavHDcn;
zU|?8xrmm_bufE}Ov`L&~U}Cy=<15RjIWv)ig=+VVgzwwmAI4Vgc$u&U5zF|Zzz;zS
zOASH}{E+Jr_`-j&TOdX7=Q+>+pSQ84*5lV)CcP>?zEF<k!wpJReCnKzuJaJYCZO`2
zn|sa{^r~0ln1I1^6G1ND<cEnPQ-4xjzEN1aeP74zcVtPNGz%RjV|bI*cr`^!0MT6&
z6ILT*;~%N=_&P4*PBFp`nX8%dwN(xaM(rWgkI}Znx-Nz*Lj^IsFYqMJ4vlp@x7u=N
zPj`~eTX7gXliljCU%wtBWQVMFT6ueT=$f9HnR+*j-t}-gAUr9l=*dbTn;JQj|NHUF
z$Oz-pKYNwSxq0uy!~JU3tMR*I`CFP^<7~AMNg8ZS)Qx<38D=~d6oeP^kX24z{!LxN
z2i8Z;b6-D@nAvCwPPj6cTcIhV?#IQJl<@MI_CdX3I|O>3Tk;*7v9Z_G)YX|-S=&_;
zz))$f30j8~HJptuc;@Bi_SLx9oNRS4RIU`(^rhV;`uOpq!SVi@R=FiLC6~@(c8R*C
zW?FUiwa=eFr)bGH{6c5E5D#3w6TFH|94_`G^P#l8J+FYxM99aF<k1VE43g{HE)O3*
zq<W^|k|6FuxwW-b5|{Edkn9GOJXFsg*Ub~xjp#l2(ks!z-Ei_sS>otYRaF&NZ)9|I
zT1m;zt%^1yzqV%CE2_FJTn0!?bd3vlwey-b2O}h<tsUDnxxN66_A(!@*KF`uj|uUa
z{k(MZ=1tcrKOB{(PXq6~>@gU~Ry7?dX1XR|iMo;G`7`5{%Tyx*thuJX7e#-TGQ6BK
zGc$b+K0cP{@<&gO7ruXbtykyH#KlGU?iznHiiFvAb4og?|M&0T(<uS;G996GBv-En
z3=F7^Iis!0*q!#BbSkXr=-n5Y(latrUUWr;E@&3&1fHE9GvB^Va_`=~&Yqt3u__0|
z2>YY1Xzsgudi3P-eyMDx<JJ67a!CnkujILy``+>!V2iCC9kW3kg^i<S7P?UzweKd}
z7U-V8cmY-l``52uBeiZ{hMnU1%t(3f+(AIfVq5-Q+vB|mOK_!fo5@h8l_BBL<u$RY
zI*$Vkh^uC`M7y`Gy&ZY;=GP25Fi}yFk%nWHcBW&Mw@Jy!Za?oNrj_ud3Q9HjnSQS<
zbNtIoqV@V?>-6+=Mqy#<w7X#nW@b5EVlR6W-{lq6Uo$f^Lj?v(M|0_J4n4DR8&{B1
zXb*cKhaL6lQ{WXE0Rwco)#6aWGpQXaQRiE+{1$J&ez-9kz~J2|x>5TY7(>2(13fi0
zb&QA;yGFj2pQfH0)_Ap3OSWp7PUiVyT9}HCPRRM`<hi_?oAB9In9tO5UQs)^;Ez(X
zCt+O)z?~93)`jQh=B6e*Hrjvz@i@#s++7(aYB<>rHqS0Y*Sg&qD$)-lVOB^6s~}`M
z1x>iGaKb)3^4S>Y8lUMD@0l!-xIgQo*r}t1q>f)-ULr<h2E-4>UKi@t7&ZIjD&D)-
z1Y03@{UHXhLf83EFIBX(P_hAphJSXKAYXs~OOTYRDhU{XcnGa9>A|=QLr`$=*4gof
z@l>PVNU0f_`|jd&$q7J%)XGXKBC$;fU`nZ3zwJsvh0$ca7k$l~P2HXbnB%D*cNy9`
z!<lcJ_Az#Bk9Wu1#x(8-m6wshNOYU0hBm9$)|$4{!X%o3Ypfi|(*pz(q`al&3ucqd
z>(6czzz-hRO@px6g}J%pM{xqKOBvCdJH3*#bq5o&+S=FjypLXV2!WeX0)Gi&l6~7~
z^x5E7$qU!TlmLS=?X8CM;|A}tuukGjB-BH>>UsXZEGbRCJl$PGYl<DseVA!DKP}46
z&(G(#HZjSBv4Ga6H&Of<M2v|;NUo7Lc)QkSvR+1&d~518k;q$s3BggE&w_x}i@sf(
zY|w{@?d<Gk`ch;=r)dPO$)Q&8D9cm=b~AF*C(cg51q}t_+CJWVqBC0Qw4!17S<C#2
zi>9`=w#CTXD>Rp&EigNS+8tfo4LWL?nxb!$gdG%ESXqN6>O6u0oJAiA*#rY94F3N8
zyLMM@VId_21qD}&Qj!E`tbi5!des7b2hXv<{YQ@|u&}T~ryoS!B7s^<UUbzKW_kSq
zrq}kO(yMNNV{(IPsLVn$`gHaYu=T}}&uI`N@U6CSmr2eEpK~v})sfHIv(+0lN#1|%
zLBwHV+o&#AIF>++tV;1(7TOC|NPpsrG5cV}M~?~ySzX}Cu|k(SQ4aw?>0Y^~mh>4v
zrn9lIW?jT`q!=OlmY@kt6OYv>9|5fpF{gHE<Iju-{N2XiV{UU%B!j1uz3g|}xLxS&
zr*0ECa*R~i=oc&n5Yh!va%u~m)z3vdfbltB>vQug?^SL+g1o_?_;}iQF}I&v{rOMt
zl!8Uk(9Er=tQ6|lP*+zMa#|(_U=jfQ@8o2sx2(NkqyAW@=hL$~cYfG%2c9SoR#!?t
z;QwwZz$_wi4Faa2s-oh%ylj3ExVjon_t8I!4P`qfHFfN;pls`2TU2mxOZz*TtyVH+
zs90ULBZT_(?yh49ohZBr^jW7f!Q9YDZf;L|DBX%(EC_mizc)AvD>1T^5@b|W!ym-0
z;^E`lZO`4?-I!zmkww<fFl9fInfEfb6!LW!0Lz)SV7ouNW|pI+xMZvkrR?l(za?S_
zr4w~NjF(_$Zuz|dkP?#0(<m^%BI)(Vv0w=eX30Ve%u=nMaE-@-^<}2MdM^(U3|fCL
z98CHYIU#~;fYpedpX`_p=293L8TD1#8N<QiWly~76@07FQoAFxH=$1Q_&l^Z9l((4
zaj=eh_fFp2oIRG$?A7nC=sd1TFB)`9^5{N6G`Ri4IDsoTgtU!-E^GqtPXn&&y3;MV
z)r`;W8qdYeO~m>kXGp+mxG<r^tTg`|3?j^;s1A;P0Ar*<oZj5+SH^?@ufR*hRFs2!
z7Z**RzkJCoDoR5q;@G(OBki;8w9LbJp&u)biG{4{G+d6=?}7)--=wl>RoQ1O+lwWv
zm<T$rYJE=>rvYYp`Op5^O69$65U#)qTD;rP(f!#HFYI6oAj){LFU55x@W%V7DC{r4
zLZbEDzmjkzxQ({ETlE^eFfo|{xZ1>7G4=}Zg_#e^5_VN<4~snu&Ve=Bb@LA=Kgm*Z
zJ>47rk*m%jclWMwTM$Kzgje;l#C2W~uwuDw-e0De?}qw&KCN-tDCD;sF4PU>&=>?^
zOZu{(fYoR+fKP932SAu$6xkfLC=z}PqWkRkPj_N7d%u0dfI#5ww)p++iOXiHd~jd6
z)w5fAwIeTR^$kTo?jDwh0zg1=aCEJxkA3>|saU&Uq`{}*!QSvu;)gSBKuXxz*^3>Q
z9!Hy}6g@$pLPB&K<*>^EMHpm{I6bKWX7jf8N|M(;H6eq<>Y+z}=A)5HJ7(+3Y3#86
zG53`Mz&~;Y11M#t26CS0MVkr4Sv(R1fn{J|z|?%l7lHXcCI$tj3>U=zvM8IY3=Bo1
zr=~@w!eKRbvkJhcrTe#KnIt6i9H5Dk7x+qvVoxnxL5O!=9hu&9x??*f1(n;-+fjZO
z?9I07ZEltU3nn_{Mmp${50O%jfXJk(tsV5tx(X{n#7XAGi|cR*JK9-D1Hqh1+}*Jg
z-B+k9s^fk1`>;#@>=j^p04gwZa&la^zupj6`VblU=BmCY3Gfrx7I_>ORRByHou8c^
z0t2%<KRqx$IozVpYS?P0*#e}F8ANv7YR4upr<=c{^^yGi>QCZ6L`3iaKN|Dcr~_O@
z!P=S&W=ovU%9Be=$r-#4nV@9NBE1+%9|?Mo)!VR{GBF_p#~sP6Yqu1@T2TQ2#K$J0
z4>>(PFdoW(y7)5#|Ni~^Cum=hrNO+ba1^dRoC!7^E~NYU^QZ0Jpk`iZjr*QCFmDoo
zh|)<CUhm((_w_p7pVmMBa}_M8&ie1H@_56Rw}yaI0}T5(E5K9ZyoN!nb=|(v7l8^5
zZGR*<?vF$73IRIp3XD8FDvC0ST|kw^2x8$ahRGfNRj$?`3XaVl(G8eo0qOyVzRlGy
zz3z3<iFyj}u3>%n>Q8;gWa@Bhwh{pA=6swDQe1p|#Zg&&k6grY(RZmo%XoY4D`a^!
zk${Q^0%P40S(7~5B8urY@dWeF#?9UFB3kz?;0!-i6Mh<jrBQtFpk?y>%%yg-86OoC
zBm+Qi6ObE`b~pIuD@6@P`>Ve~<8&t-`yW*T+G@AEs9Fm!_He`JJeW(j+Mp+1SgX=D
zrL>66<Lqc5JUTkStUogakO?rk2UJkN6`Hp*Ge-H^Wq1}t`O?zT2zad?a8+FjlROhD
ztX^g>>iPq2*aw2a$?@cQdsdQn5DYy#3%z#%cg6hktrGZz5pYM>{a-I{d!M-SSqu^Q
z9ChjUrQahPbLbWK?hWg_d<fi#r45)=U*;p4+U;)~dU;OI2^!A+aBx*GB7yJXxQy8a
ztj-e;dWhk?N1>W?0aq9*2GiO2oHs?k!JAZD?zz}11}ieP7=+|&-hY;E=r|3k7i--D
z0CrsiFy!NnhK8Y2=0G++Dku=emd{nU`#4{(?izRPCI&Dcc-M391FLX-KnzMIYyl!A
zAt9kA=tZy~kx1Sc6rnGOwQ`=GVt`D4eJ<nfE&{H(<WSu~??G_;_H7k%EU-ZdeWpkZ
zpC&Emf)KPGqXJOW1{)4=qm#+=QwBUdy!S~-VWp*fgJu)n$5vv8Q?IG`Oo`97qZ_7x
zf3$;GzfgHIk5VI#;^^o|@!`XP-zy*BUF->yKOC511#JjFd_8y9lf#j6X*fR<t#({`
z1@>Mrms6*^!OV;aVxo}qYK*ZKV0OH`yv4>Hgpay}9T$m<)R@7OED_R+p#UZLBd%Ll
zjVB~2$pF<_qfSmd$AE!wwZQuVK<>=+l#Gm!5L!X`{(ZdU40zY<$HC4n17aZUr&j$v
zR!BorlUY#kYG7cXUX8tlxw$!3D+tPJYG8+-nVo%EUS2-5Avib~F;Y+T5dqc<^&EFs
zt<;?i0<$d>FXDtpBVgI*H31V8z$_h;xWTlA6YL=&=Zy(EQJ3{r!06v6B&<2<fDi(v
zv5G*{e(o}eq+&{69G8A-Q#1nOy)<kJ9tn95DFSI1XzVWjzyy)G1K?B2k|;}@piSuB
z%5V+AF(BVRfK`R{SGw$p1W1E3QWeR593WOF>O{+}$AgCTedxeLx7jqDzMb?wz5-J?
zyONTUJ`m<RCgE)?*j9$dSy$t7Xyi9WYU%|>M36rG#4F#<4zKnbUAal@_Wr;y<Mxmy
zfN3}o9CK&e-+g}BOW&~*CcaNK;konZ?+zFnM$XniGJfs~Fil^-er3CLYfhdKOfb1~
zlSw!*vl1TI^uiy)@794mgP-%;|5zg?BRow_7e@f&{C{{$Eo;qX@Ogy(O6bKZgcvqq
zBxknoo7!F^Kb}9C<ajPD?EA~ogCI+!Quj!=5i#Y0AR|$&d;WQZ{kh2<6<y96{=K`G
z%Q+hGV^AnIVy9wu=7fB_r(T*k6&&yYsGoQVGd%2N6m=;qkl}Z+-rULUYNk6YvmEBB
z2!wAMl0&HR!u$s*-tvR@SFRtdQ7v0hD#rBxWTlfu!WS4MI-{p$P8rR(PA(_&KC;_O
z^sRdw7Aa3z>AjArZ*Z<=PgXbIAM4p?a1A6==ePNKI@!8z4BVJ~0Yswy9T99zJuF&C
z59^_v8qV+e(Pn)mrEy%@y`|jI>PoK_=66NZ@ON_I9h2W;Mi19pmbI_n61-ZhjgZH!
zHA-_5HKXPpF@LU`UyQN0VQ%daStK9)zVIrCFTw!pJ&H~7Orw3Ey=Y~yObWfAWA-J0
zOMj=Y<dzS5R&T5S3r6-r?ed=$Miq&nU<xTDGDxgvf%g}O(5Fvl3CHB2!3<-056;x$
zFszasG9Imnm4+<Xc#Ls)yK88TFVH=tD5}@HM7F#~I#&TgHA0G<lJc819tri=&TyHS
z?()08b}fT{-MVCZ)?rELooHTK{>x3w1HEcxe=bVCmd$Z2{Bg}Tse&Fo=v6;G8afe0
z)+}%-PJRT;hBJaJoP3{)38E5yyk2GP?p*V$2J=}dM94rmE|0B^UKLBMqtWQK?)x+P
zf|{VN+CQO!Gx^*?t-xzy|K;Ta{u<vvR7i6bhiTKRzJ!y)7xfd>Sr~N;`g)1yx*;ix
z5#3)u>sA_;jh;DMf6x}pZdl11IxSd`An1@Map#r|TYqs7Y(22=lDt;#^0YTj)5G1S
zD6e`<yud>IC*ufMji0V7i66!Fk4uAQCU^IjczI7YxbW4Z^Cfq#WL|M!m#v#$%A;|b
zQ}n7?*;{7aE1lrgN2l=Gr)S@eYr~X&PJ-PC0WVNZm|B{m?Q9x2YNT59T-#A0pPbF5
z`-q84;ckgprZUwlCiZScLZ|mMBSYNpk~x!3MZjpe-GshhsVMEjx$w^3=>A=Ww^n-8
z)b_oDViiiq)KE(>u-WBXK7^Ut?BZu?N~N^KgX}k(uqj>6u!B_I@El036zKYuHfc5z
zIEo5w;Bcn!k2KOP?i0<WCK@cPanJ_fbNJfBV;gxhW3Z6d^_~7F`R@~D9;UB);;MP1
z%hb&>>KVAt(IT2(YacNv#@J3sns@CwIpyx`_Au!`z!HopU!gc08=lmkV6Rx87VopA
zeJCm>?qaRAv^g#P;$KfbVz$(7FQF)mBT%6GalNYq2XU~Ih#|fy?6TvYm!G}G@1s2U
zO^PGhyyYZks!CJS3(K@Xoqu6^9nmRXS;?(wrG2n9xL?72Rw^DtM7oaFw>mxj)R1+$
zM4Ntxw>B)#Dbc*v%I07pUQ#H5M#EU(4)m4=c<Y;l3e1Lt9lx%l#&w&^KS#?Jb*OjA
zuf=CM6@GVnRzJ$4zcO``(E>NrT>V~|^?jS^=4Z$82f-Ck(F^bOX}K<eCmwV{IQR!n
zc;)7~8Ee`yrJ@JJVaMJYqG1E*m2dqwaVFS(>&pXoO3l}HOU1{|x#Q0}#?G^P>y(}%
zKKg>SNq>y*+k?oE#$40&b8b@Os&%5t?bfv5?>!Zhwn5zLWB<4#t+iGwchE<p_~vIn
zuNRhm*`7N74ef<#8}*+_P6ND&#{pLh)D83_?;UI|h}o36ndi)5J4obu5by0xcRs`F
zbJMRXcvk$>AHf3wm}H3@Z9-34E0?+bS+;jPM?XVtIx`MxcRLV8p5;etWA%!c{&~Vl
zP|i--Su3UvcxF~sZcfyeIIf9AVx~I!rTNYi(XvL(7sBtIcH540G;J6{OG`WOv88YU
z4^b3RM%=Y%Q^qed|4<Z^SY-Z=c%tUj_(Il;$_nSofV*{ErdzBrYa3!#jEFw;N;A5o
z_6^%{rFMCo-i}?S^XH%;sfByVMYjtE%4Lfw)C389NrCN!JNnUQp9n*u46S3mFYOCg
zbJQ8?)WuH<N=$V%IdwgnuyHuo2<A<iv~%sx^0S7l*77Wb$9C+JvPLbs8S2Y}wFUE{
z)(vc=e?E(xpm{gDRpWadjti=C-@38RPB(UZYJ4Pfjt>$<!Zsud+b~q0yk>uLE9mW9
zbG4&z4?(ANBoDLmo_&1vHf8*^b6$21zg+g@RE+HW(o>fDookPMjz|NliJGUMb)@Eg
z6R52o6(~H-%50BfarfdQ{E>=5fs&3SeTT`()iS;M%%BY8ks!Bh-pM1O_Y*i8DapTo
zB-tjL+0ZWYLK=B%aZUcdvn~sUza+b5_}Eo~ut!{*yvo{LB#$S0`im2Nyn{^DQt?!?
z-(m&Kj!tW(aplg6^me$pen=HJ)!w=hD)(|m&WI99w%d~6D-c5&U8mkkrMiBfbVmMm
zs6tuuSL{z*JB~>{Y1=KPI$q>AzAv$%tn^mgUVf$M_%Y&6?)!=?Gm|Yu>C2TOF+a7H
z+Yp}8r=Pa0xq(@lR1jm%GRxz9EFr7=^5NGh?hR(WH{xuhe!`4C$<I;^)oM+pefd#=
zt%Pq|L~_BIbtqmsRp>SHI@a}ha+U#d<ku~il4U-qFMpo+d$u(HEg=(YKUWJ9Qn}kf
zkt`o$Ny9Zh5Rv7FZsi#wpcqw51Qw)%c}FQWw)(r^pgS$Amf;)R8<BjifsgqbpT^6J
zT}vis)lvmVaO9vUUZCWua}E8l2H9k3**{iluh4LQBf&(k)IAO?DC1IkhV6TE>Q*yE
z1%WL$9<`0W$cBYy@=&P;hwUy~u?>U4x(juXyqHoNQ&70CzBZxsJ@s4H=#J@pSPm3g
znoq%GW10Fhd?=ECbmhI4GeIE#OIsPUAmo!EW~xuBS2!LLpWJstn$i2dG9&PvhU+m*
z#-B&->#tJ?60v{3Qrt0$Ey*GNS^4=i%j3^DYsFma*lKDc7zRS}DWvKs1wM9?U|uz*
zYZRG6Y<S5dcsF@IO&y}oYQCx+cSwYu-Z=ffVfwTjpHhtpI}-B6aJUv>p~NJaf*G2j
z@85GAoo2Q-?O>H7gJneg=6-83DL;>~Y|&?)PreTX&oQsqQV#O8;N2k<th#)+Mi27?
zu4&b2gQ=G#bC6LSW5x*;VdhI&Rp0L?44W@^CWL<Ov}>=eoGv{<$=+lq4t~^<B|L;{
zOILJsfZw;=yJ5$+!%MpoJ-e;5k3+<y^f6T?uub`($NpB@(sI}j^GOl%4ng_tU(B60
zlSCaw4K+jMmgOg2r6Xn7M|4FpT?rP%9QRdoT8+B=-MFllwq|%*gLu{0Z;$L(DATn(
zVr8^Cd&qZcMR7kOmihA{PpESPA@u$X%}%=_0o~YerGom_ie3{le^X6qojK6d6xwh2
zy0qh)3gs}=hwkb}$@(?^NPKO#yxxHTAJqm$NpcHoJ|h$I-0EhdI`y}T^{IQ+E?FQK
z!WMw>EFtfHph8Ht)Em;*x?k#@Z)Hu3`rI82<FMmBb|)W`Y<h9DZly}Iz9#$uSJ8Xc
zMsd8DHtU$M`BT7+(Ws+#mUOQMDm-8I>)2V`G$9I;K7{fEjCktAP^i8)$Nl#6M^4mM
z*6Y~#<|<e2Y)4r=v3fbvrJOch@j%tJjhI|HMmtZp8^=-lV;L#ss(hN%7ey($4yR5U
zn_4EY#rOaEoD^z(qAdQ~=>+Vd@kjKOxg?*JTmGnh2xq&PW|wl&4hu}Do@=hR-Ajq-
zL@tw%G5g~VraHfTv6e*jF>qdpB{nuRc<wp4n!oAbebiZ?WRP79Q(_ao5t22~u*IKB
zTpMLK>+iaJlZjQCa%NET&EbONo5M|6CQ43Hkb(3+To+|3w<MXFdPjsZ;v-h)$w}In
zTQY*moCd!gu|GK2NguOmnqD%(vsqXXuF&m@95i3>IC3~kjB@B6h+0}(Hn%|!4a*Bn
z%x9Dp^q|Ml&QClhypC&p(t?Y2w8T$|usl>lwU6U_9}N7t!miEreane{Nzt1kK1R%~
zq;j>Ss}-cumNcOgFql@b!K0M~>Dbuludr|ZcK&&cn;sOssriFUGWTr_OFW7AR+?$Q
z0;=BYP35UGQ=*p!s`t2_asSh3P(Noi>RK756=PFNLYBeYiV>vTKiYEdHFhG=b`Orh
z!NOqkyCDw4@qk|&S=p3Q@fC3u#5v`<wOE46V_7?t=4E<YD{J=+m1iwJ4Y?&?91%}(
z6btu0vx;;36I5%!{cUSNLVwN4yY8?W>I&oen&+EvNCpvs?DVERh=*+HJ#?3PVy*?z
z(0Fqgsk%#SB!fge-jA#>;$HC^t>u1UsB0hI=2>B0p?CHh6KK(FREyK#oOZ`kJ=3wG
zQKabX-?t+YG{>><dG#&|ny%*@%d@DLsjV1(RW$79(AMoGY_8vtN$DJ)SMKN8w>dyx
z=H_PpgfY^zpoqq1wyHs|7RyvpFN?re=>*po)F(i#^GCKS^H#6VS%1-QnAR!2qrG{S
zM?j9tW>3pKGvi;mqr~LAx+!i|a6gh>w|ISA?`$*cT4n~uqC{PV@6uA<a%p}|QRBSL
zZ#9d(@BNNF=n3&lH7*`C0eC*u4+r16jRt7vS!rW<@gQ!+n7zs&Hvbe*foDM6Wdb>-
zUWW>`KFiF_&j*2Yi`Ms8{s$oAt_Kl2%zxh!dIS>LLav+1voArS1rU{VqJzdvwi(&6
zC83I5qt6KenorW~y#4$M3T6+Nf9|=QxzoBPEX>j?jn@QuIiaz?aA{}S5rs@tUrp%P
zqnsLOcS*8gL_h6X>8#V87+osBShNzo<e)6Cf3g(2$7cmaiq?&)h<H|x^g^a-*P+~d
zN=lR<mA!T73G#n$M&B@lF_7~uyiWRcOJnw$p>zi1-}#+<X5i+PolT9s9cSCU3cQrx
zGYDm?CwWnCMB;O?$Zf{UwWF?D#ym!A?pw{CQ5gBX6%ua_j56E39Ge*Rd%|kD*FuS-
z;#|C;r)6NaC3y7YB<5vzl^GQzKZV!?rcQ~Ai%XyM5^U6D+Ha=QTG*wS1~Fq0&qQE1
z;C2sZnk{)h7Olh{rJz<k#4UAS%&A`JNot(2(yJf(A*^OzFzSj=*po6KzG;eU=ckdl
zJH=u8r(Zz1-+Zl_h;J@80iB&;RM6q<lBf?YD3)L>vh+bCz#PI86ARruVQi@uabcu-
z?SjQ9r}mLpzGa>8WNOKxR;qsV{>rYO(rix9lHNG}d}E$w+Yj-9KV+8T>iUB+Ns|2m
zslj|&XQkZ|g&r?7R{mgXGpWb*^w;isu2pGfm6cDLNxYTB*#z}EqlsEK_!q;s@@PJ;
zt=4U)_0QhQ8)BK=rT)96R_LMIXQ1lU=8sF(8m;erlagES7N`j_K`4;MGt*-Qlzqv3
zPSLLQ<GRqs#-OIWDdDR2d`<?&{MvKxvY?oT@xTf8k12#==2m-Z33zj3w-4OjuE<0f
zG}lD+(Rc2cul=+=7wx8Kl;Utp$u6(n5Twi9d`sk;XuTRA8F}5G7^KP{u-v#I+TJkz
zmd3x$hy?OaWkX)SE?>JpYT?cK0WkJm0o&v?FL8;pF-TnYtv3JlzSr>;)@ln2rD|$o
zoSF|P9&d0dE9-_Pjxtz^zPe(6#x-1LzND<))9=1Q(vJCy5aFNUn>n0TkQha6N)s>f
zJd%*XdKF^BgdZ*^v)#Fjo3XX-pjv$CrkdIG8br6)gw_<oFU4SsJNDZ1ESp5{_mi58
zb7$jfzUWU1w(~5g80ss`&^>#2RmvrYYj@FmIF06L%%ZH_(gY$91dQirf2#b#mySTP
z1?**A#DKP6-%j$9@<FVn`DFgIlEu{4P(pz~=y7dJcM@Y-#xs7El)_ib-TgT9Hm`mu
z?VI%`-1v%@d<k~REa}&l8!Ng-&d0-b^Syp5D}Hx-?|&SvJxTBpdX+nLWVVJkl$IwR
zziS#yzjN7%f=@-e#hY<_SlW@9=8RT~8r~u(FD;cDcjCJa?HQ!*dC0!b8M`EsNa?Ny
zm1*=fH%%5AFyqfTkq4=)S|n;WR}Zb9N$KHB*LqVy*9{;RWZl5PWkcRyp$Ll~lgGny
zOHRnDFV$*+kDm;4m^x+9`QfP_uiWR^A0*@)-%B~!oU^*du!AoU%qDXgvHbuPpCdke
zPz6Ql^mLYA-At*M%e_SV3TToWgGgDD{i;Z_3(Lhn#o^!5g68HRhXo8ue3d7dG2IIt
zsx-a*Jp76C_u7ebPmA{UuA0}6PM?UW2##7V7*B#M#Y6Yfa1;vTi^;pS+fQ$nzmYul
zyIf4?pPSdq5Mpm{iG#Ud2cf0&K(cDlD(0H<PWq0$gB8x~n2uLR0lrMx`M7?~*>)LS
zne|KkHCu0q5rGxX*7LZ02-_FrVSaX<pAc<+y&?61wQ*|}(Zdphmuwl{r{t6ST%jO)
zxsJih>Ta6#%Nw95LLy%*c~&eADm$$Y2iUJV6~s;l4&Bdqc&26)qNUmm?{{oY_l-ds
ztqdb*#!d8^o#;vkuxiCr;||NPf@cq`6s)F~zlHc?R!JI)JbqP?7%!Vde{9!;fwsE+
zh}BBB!W>z^F%eCiPXz2WTrMgt0D`=nPr4d#WxagyHD44;U}gTH6e%qUI1Fdr`xWNy
z$)@6Qs<3^A+jP!+aSH#S1|+p#7$zQ;?mUI(Bo*xcO-J{MX3ZB_I?viShf+}m9RV0+
z!#29(lG^@L=iyiVF8N;dBMzs}*I@jngURvz@b~D};^#l=dnAKOu3`ScH$pNC*U3Iz
zeK?R2%)h*RhD*$i!GsJ_0Xhzi7zDH?u}6Fc?J1w{<*by}XXhQunebO|sYk3VpN0EV
zG(yD~igNB+pE0P!Mw~yVImw;oDiN!ieg>bCr)=+7g_+#Z=~WJz`!E>Dh6Ev#<evR*
z_S$WByh7a<;hrTTBuh8^8L+8A5}rj>;tYcNQbl_APSUGwC&=^O%Wc2eY+-~Sn`Nt}
z0)j-;tQ@>jx#IJC*jd6onND~*0i$90YV)WF6C%IC7d=Kw;go`R@44f@zuFIxhJ3%!
zaYg*|l^hei!C<+k8oqX0_^GuhsuK`naBpFcq5YT$WEr*Gb1C4eauHyQLGLE%hQxy*
z0C_Jr*D~zNwN5J>66%YUV;LMQ@9@7=wZ@2?H3W_okq&H=ih;X=4pbg4E-->=V3a!M
zOdP&-@zh2{zMvqHYHJK1+-hDXUIJ!lx*Z-&AaVKKiOaF5=6A3qk$OOLUV!_IU5u;P
z<s9RLl^BU92@eBzbrO>Rp77}o_(W;L>7&V~2$p}YI<;$tPQ&0JUGI%VQz3b2|DK`S
z_?a!h><32GJ0@hy#ZVjRA!8N9++3#>0SUEID^BC5J1<i~gaFk@P`Lm(=}qD85b8U9
z$<mlWtCXG11{dcHO>dI?aNBo)f*)S-t8(})@D@dIV+L~yQ0yO|-W|dqsn>rv>A7=-
z-fLGCB;~QXqBvVXFuKsEeEWEl$r?WY`t|a=Pg)!B$y8Y$`xj3J@onD>dX<&vj>lcM
z8_{9sez5)yF8$Tkj@`Zm>K7Rq8A5K`>6yRDDJYmg_3+J`H;OZ-G$=Oc&P$Bhc7&>`
z)QgPOA!5~ZT!COMnZ8VsH9(D|7J3qN-|Bj-mBomAly{f~1qG?hIrbL<snz?kFjPoN
z?zjC;JVuhQ29=POhQ?b^fr&N*<z2}4)hi4>^MULkzJE#)%|9iOyx1Ot%BpkauTddi
zZ4o@g52CpW)Df#cGlE+wNmSGG0Os+6Bn!b?d|#kC5%NB%>?*FU6@yd?&Ja?MA4fbm
zuXdnfLE`z>VRQl&SwxeqjW{T`Hg7bXuk%_0SshSsL=J$m67pEs7eG)r0SN;XMlT)&
z3bDp#Cr6O)q|Z4WsGxO#x+wsQ<9&GzjVR+2Si=PBJ8<!^*r*LJgz7eio12^K?vJ|}
zrAc6{6IkEjXC&UzZQPmfcEGg(I+Uh}>kr<8s;#)k{uHP?TogBtyifnY3M1D)OIf#p
zs7LD-C0KlHQ0WK>nI{XE-a-;1BXab{ad>oG8NmL3NR|j;Q-{T8d6}HN)A|aDe5}Ej
z%c2Y@6pO)C9+I!E74*PPU71ah5rH=1a&n{t10(d^Ca|LzgYqac0!HM2zJile4?S0y
zz=v?fj|_J7OYju@{jkxShDrm3JnRcYh7-lSaP8w>BaJlKzYftul**k5mH>PDdvQ>z
z3x5dv-$mx@?<=i>^1I*?5q_|HVR&G@hYupSIA~LV=U?}&#fw2b|F02V9DFR#c(EiG
z2N#2)$3I7aFaLS<pMme=8K`}P9sc&;QNpv|3cD!+JlFqz<tGkp)Ba~nP)KMLnh?p$
z`oA8P(SPkntBWC+po_U2!DQqBIY^l6gv*(HS*0WnC;59b*s}i4_kSi81&{6G*h~9(
zFp7R{yciBh=PPEqZw-C;@BuTp4MScPE`S3;ng{Ix5SIa!N0~P$(ZThO=cq&IaI=NT
zc)Ixw6~8%o)UBtlGzzp0L9KbD-m7MKsoe6{%;B$UCyN;E2XfD0m1M-t85`+8K$bH5
z3ZJX7;cSl^YD|`XO-x4ix`V-oR^M~$O~+ET%LaWRD=CQ^JU_g0j#$O%>6d`kuWhR7
zHC@XsN__1KYZwSz6NZdF1ML{2xHug!-z^bqz(EM<MCJ~KJr9ey)@~qYOEe)jY&>A+
zKPVb?Yn&0#XsOvOuNXf+1=t5YNtlm#zy(UQ&HTeUuYs!2Xn7!qO2m;3NJIQrS1kw4
z-V#v10&0gPv?~$`1FOB9BSg@8dN3IVD#Vjp2VMu`0YGviwm)KgxR16`&w5(zcoP5$
zt<Tk~SJMC%FxhaB4C=#W=;uL;&`63b4%7&QXu5BcKwT45L}TZF037AB8YTBRJId;?
zi-?GL|MBD8AzGM#lmzQFY)Gg@2Z)T6l$e1b42XS1VLjU{5L8rxDn5TV5TcUaP>PoV
zB}Cc5hsacI*a^WTPr3tj!s~)(6*Kk6>n#gOKB4$rm5|Kk+CR&AkZ*qeEg+^FzI`^R
zss9dEkm&oI@=F}ek%1i}ePm=L5CNy=t1}`ojW1Stk;?!&?2tV31GQgR)U#1{KtD4(
zy9Jc3sn05`A<OZm9zk~rhj{{61_|UTpw7+&rr2Sjr|mtH?DGN)5^5ElN4M|4M-4pX
z#z;$y9H&L{QpsQTxO>S=T}{m&Od%*|RmamP%B8D6`Arp?c2nSHUAWaaTaB<Bx#6pB
zB*`T3Z}Pw%Bm%On-eCO7$%JIS@Wy1dKpco%vVA8kknQ9mCYH#Zd>R4AUc8x6|Cf==
z)e^xbet|!S>bC#*wcN$hz}z<i1tZS|2q59z8t-O707?=0Z-fbSCH$9*ko?EXE>7=T
zE4abIfe$3T0~XG5a&H@9Lzk|Aw19lZZnm8Xh}ST&2^vA{$sW!RL@iU~?VW7E`U7f5
zeBZmFv`s+uVB2y<a0+eHAn)uf0PDJ7ZvgSlo%1b<ZAKVJ>S7$ay%I}fRd--N1DY{d
z>9Dl41Ph?Tfr}=Jdl>C454v-OqS%n&jEjfxpDS1ZHS0E@w<>m6P=ci51gva<#PLEi
z5<qyR4H<|+Dmd+35Ct$Eah%P-8;Mdtie&dg{_1p`O?^|bVGArXULCKw3aZ_(w&yd@
zG}TewlOqq0$7F<657dswtDoM#hoHsLGL8w?*(+n-$7^MObtQjRidM=Lk*TOw2LRRr
z;}h=d4d>n`ryD+Z@81vVumhS#Rdw}@VR#@B4*#HUb=_Y6(=Q5p=99A>VQHYI|92j?
zU`%{e0aXGaT|5wa4Q&FMwDH0E_}{Mq)`eS2H|)`hI9?udxKT<g>P!I2=AjF@xw){o
ztEp9j5Q)TrC#D4Jbf_Pw#yU2JbsXL;3k~aeSQQ5|A#(-I&3n#!dOPG;Wcv`dz=?=u
zF66KvV-`5y9VeOylnO0vSM@`{bYs_0AyeI7!#Mh^&qka`@`MLs1Tr}ggkQLDlY|q2
zxWMvE#YQ}slCv3*9UvvOo$DllC1kUeK(9|^q6!Mu*bR80sOR|X&;$@|kCa={z@k{R
zbxrq5r3}h|QeIBYMkomknMGCwv01ZGFAMk!T>}|OxJ?hZvmEaw3W&RAm3MG55Y>4H
zHWPvI9*HWTrQ|XD$<i?ytz(Z%E-wu<8ujOA9(9zma^zd_@S?#M3Z(rENFW7=U@4LT
zAOe-Mp`rk3Hg-+`pJX<KLw4pfC_gv1IU`yR4{`;ntsg)I2b&&{KnR4=i{}m-p-@PA
zIBE!tV<e}t!Rltn0BH9s*Q-|`2!LEIMhvPG7j~LBYXlD<Zb1DY4e(bLuq)Wkp-q58
zKuE4o)J9AqFXqk4iu?sU16)EDD63QeKwQ;xMXaGKa13h1zf)-HqzoIW{hpfx&@ZJ*
z&cecC0EA0=9X_j{J3t`8lvgFDp$P^O?|@P-Ik_G!@T~CV0EIhTtC)mWK<s$+OXxJX
ze#`P;-k$bDPI&1+2LVboO~LSM#C2GS3F9ZYWnSnx0Cr=*fGR<f;<M#1ULZ0v2C8&e
z#3nnWfJD9otd~L_-YZm+r_AEI1DX{h>cVw)vZFj8l<?b<_Y;rB(5*VkStO9A0Rb+o
z9l?gO3kww<J|uwEw?IpKwXD6jvr|f59t%LhJa1S?2mz4y%J%aH2L-*4j}HMAf0pal
zm%bq7o>L|H5RN&1;DolLc;v`Y247It`m$$095oHB(($CA(yR1}Jap^k%_b1DVaC?M
z6WsO+h}De&<<9M&TUeOQjI*|<9?H|?1~S%r2m2%>Inyvqg2jP_cM5=A7K73xpY@nl
z(J%Khi(#${*wA^Km6=(sb{Ic6FaWFAxmteq_p7R^PTL6s2@e}PyZwo-jt;Hqhd>kz
zmG`p#+6~A(wNRcln{~ct(yFjdST!M56>s_r1zZ^Sl$ARG>D-M?U<KMz2wI(Nn0#@V
z^CXLQ^8QSZrNAuk8m^X5TH%>J4So<#+kmi|PExy<f(7}w1>Hy-Zdt7k;ecitut%8z
zIW1{`o~dbRx`|1=FM{-f?G+UjrGO4Aid#Pv4s*V1$oD{+C1fqPR_L}fuhrmP*HxV4
zb5^AxSn>sAEuzV8CDgnQM4i0Yz%YSB-;XtRgM(m+u{X<TDSGci!&;zKtOPX34hU*z
z0Z=yfB#3SS)J_3mu=CqD86a*KupEIJooQl#xR@C3bb<9+27q;dho=J>w-BJGl<((t
zqu?RInoSGyty#zTZjwl(DCd`RM-$QYr@F%DWR{_`x3^>U*Ox6oxPX9@9yl`>kUn8I
z4$-aBDlxcDAy&t#$ZYD5SS8L+99mmj;Wmlb76ua4VpnkCubC@e&>B$d!MzQ2FQ2`H
zsY{dVxff_pKm=oD=SGZQLk7t;nUIWgVdUiJw*vZu3A9sS2QdR=fY^|ZT^j|g0Nm3i
zAW?0-AOZcHke<)!-XRboZZ={PRT6Cc`f}q8v<@wn0T4uW{9O#JMqu2OK$Y7jd48lE
zJq;$i6`0}wc^#k!oBjEKTb+(;1%m{cTHSdTb+O+{eFlX9a0Q{t{7TYoV{Gn^j7WQ<
zBB;D@40mq+8@wHj045rKm%a%E2RL9tke=6`y5sTyuElU6oY&mF81NUIMm9ABKIO#@
zHp2P<0Yqf%Kn@oQIx|39z%BiHT7XJ$w@0G;^3A`HxQgh*BYXdWx#G6mb48{qA_K3E
zW01k;IXiPPXuiZKK*`4O;bPXD<|TZA)sNJ9xD-qSUk6IcpBA^}<VeCQ{FngH)ZtYE
zJ=oADP(rHhba4fuXkBTjkP)1K#U+96iH;3G6XeXzb7wbzkUd|gDgw|B<c-=Z1SDT6
z9U(B%+}VSQN$;AW9dMW0%l-g4VQei=#!NoF76G=~K$3g~2+j$r;ow0H^Y%=%l>rEG
zyRj5NjAc^x%^E>MonVb1hV<NiQ+R@n8`#OI6%_fP%PgW3gMsi!Yaja8jMsuDuFbt+
zeP&>0U{X{Ldlcl-zj+&9s((ZpeybWRX#Ej3+$>_!9h)(H3$T~#9$0<p=y#PsXqbjZ
zhY@24pWFv>!6a9b%NN1oJCMnP?up%4Ixw0xz~D=khOl&0RsFi-1evd2#{z2CGV8OG
zer3s}GB#j3aFU~Bi4xk`-Ud)d0KsJny)W01xh|`Si@g{;3J~X4_&GqdeFw8NPC%t=
z-5io;K>`BAQJflZ9e0?zJ;xV;+B-T{et<aNa<SnAb2?V%Q9%zjn7jnuWMGKxy-9L%
zh8K5*H%D(io#su!yT_8vwEz^`_X}=FGYR%M&9GjZ1y-`C#(-7{)bm+15&RN3Q_01d
z)NmO6b+`{gstFwG|2az^>+U}Xe5%7R73hMqLRbIyRkqjxN90V!oB~qzA7F>X76f)$
z0PS#S#oY&1_&}#v=+>Gf&_m-s2@XW{Bw=1Gm{It+uK_?*99UWmXt)ZP*1Pm>m*B1&
zAc(D18qRrg<9m|i<d#dC!aJF<$H>&33*Jik83A|TbbzS11!BGtXg#~gXNVn)IUK^G
z$1g9H!}{CX+u`<tX>)dxaC}%6W=VoZY$cta-~^=#H8VgUjYALV<a(HcjU5J1D36S2
zfqlf)8_J0UX3qjq@fXPeP9qNA03wFBZ8M`M-~g~hlIJJ=vyLzriny$YC?$wYgQl%!
z0GsdD$7`4+B`0V3{yT!4;1P!#UT`@lE@&S-Ea=kN73taj-G!NW4$y(Nfrv(c;OWz+
zRFd9eK-2viTus|47W5GrfUYeB_Xkwx-<4U`f#StI1mIp8r+7Gz0rsgN?mAQJ>FE(N
zT>_F<KJE=bd|H9Z`m<pRb{N8T>1Re6yKk+13<{$S-l1zOU>E?t^`pw+WzsBYCA;Xw
zoCke)=SNBB2<Tyw1RZ31yjEeMH{o-(!vIMES|c9%;p0bt5KcNKdko*BI`uDTU;@6c
z_PFcpJGjLSX23w>nNnLzOLjv^4s<ci;!QF5oRCE8I#UBjd-Eght})2{z>S(99KVC3
z_wR3!F+i*gQtY=q4{g6%$jK=*!TStOBTPo<1nj~q=VL8wd&LhRXtcs647hFkmM7>}
zW9Q%iIr+;FDlDu+S@P5$#B-U;egH>w9Dm4b)w+KExK9>-8`sd|IUMi;7onKQ$lrUJ
zy&#$j`=2IIN`ZDxJMhGPf+48RzeeGC%!I_d1LsWM*+{~^bP>+M`&6DUNuQcwe}<Eq
zZ>TRwVf`ubzg}J(GHYdkQWW_6>4gKq8@1*TIO}5h_sRfZNPkq!+(=b~y_DPp&awRS
z)dhF|>wGYu{Kw-i&V`dOhVAf_z==|}?-xm?e+KxUPcJ<E?*(A!{Ck57^lh(T0GZs>
z)aMnxsF0w)mw<yQ{CO(RtT24L3opK|PKyKaJrjCj{{YpQeKGp{ls$4N`N)RjdWHYL
zPFDI93qeZzl^XwbSl>@7$kt@nIO3U%oC1uE<R&NVLjNA|#qBOW1pp1Fv2I;FlnIgV
zKgs34F!Br2z%n0BCE5MgOn{+<v)I{{Jd^r+WtI!VjSr8Q>S@7(4_x<r4kvi=(tiHj
zY3S(avH-Yr@kCUSALGvxV6b~2htmi;VF=+!K#moZY8u;aUX}_Z^M8}SaMvkd%(4Ji
zkZ~m?I}JBjI^nB41E+oac3;P#n}2aIFM8e#?zn)NfY0fQKHMz?QxuRe76RQXi`VYU
zIrjYevfvXI8Z``(TIE2<3{&x!NnUU1#obM>O`4Y(4d$v-iMjG*DkTI>w*(l2^agO;
zc7R|EqwS<5O=TFSL5nU1$e`zxzph-)f@2hr!MjYjWf^NJC}0C8+3FUYbd4|kFMYY}
zs1h=_As(2GTnQCBv<?^))c4u=ZuB&GS~fPeO`&m+tSGh~uYO<t4i(a*hZt}j<t0&7
z9H=5hNqGGc;#%I^{bJM>R9tQbVB+7^bVFSUl0k+ZIQmCq^r%B{Qz~eP@Sw{A^M>d~
z>m8x19J0FHUbnTifyUahj-`Jmd8$Og#)#qf@AA8e=Xd3J2dkhF05p#4W5O&u>%&D1
z4_V1ztN};~P-d}@2_#9dY1sikg*`tPANl9bBH(O1K4+e*=n5hTegVLr0W@tpg^+=i
z8py8|K@b3H1SYn@(e`h+YjhKabI`F1x*ZPDlV_|i=un+nV2_kqoeTzlYPXQ!Vgy`1
zwBc?D70`-Fc!|)v&5=Om9$1MYPTy|BFl_fbQga40g^1>BaKJ4dpi7t*1gvRG5fW;0
zFu!V7L7Hp~w1D^8`4e;b#64s!s_+Dmkr9N4W`^CCZ1NQdubp~`=fEC69Z~{CyFz4S
z`Q0xUC6|#4m+JH;xeR+KoC73R0DCM@1X6?(ps73{@snB&>pR&(z@gb7I|W<yj1k)S
zuUmY+aEl+mzLa-V3SFd@;j#)|T6)1G1~f`HePt<7k^bUJ_c@EbUaKy=+PiSb3ouX+
zo%O(g@M2ve$4HU9ycdUwymthRMswfdSYY>tD|&1ps}+9t?nl5`S%HgVN_?)`-VYiu
zAr5c4xc!Bgp0R%S5|nHx`*n>8DSI)904#jp*lVp?R)QE8fD0$F@B-p#8!g-Kr6Zun
zPp(%4pa?DyjCQ^UD>qLy2pdT20u{L~?sAh&=-dNczC9`}cQG-nH7;oSN7>R{0+i@C
zOn>v*s-_7we<BTWMvRXsh4|X<#pLss<IBPscqpI4^?mxE<*~sc0@21KpHX^>4;Vl^
z{(t+n>2-Mr;gF;y+IU^3>I$G!M*nrT6Z@)SZY6`bxrb$_r}qdmGKUIU395E|&tk8s
zucZE7&8`BcQI344g`VUdfVt@uejz#SMpWrOc3ypaE@RG2Vv>!A81JFPKj+>QE5*i9
zo*f)aR@cV}*9f=I1sa^-^q}LMC*>VI2`$xHAhk&a{pT=>n|_Mi;IQUexANhxTDOvC
zGpVHm`>xY(?9uSlP~kSKpW^+t|Mz8wF;#U7;)m`^lsicy49Z5mH^xOn){w}@P2kwE
zJpB}r?5^Arv!_Yb^rg$W)!M>W%1D?k8K@LOE>H3fmY4Ng9Pjj6y(Y)%{D!Ch1%(>m
zffO(fmNl~pmrHUjojB7kT`OMEF5?s&*06v4v07933O_Xi)xeogydK(OXaqYW9b&ED
zAq{`-NrTtt4XGNp`@b|?$N6ILIyNgAnfGme<4<LUe(zLd96soc^27Qm^~#b>cJ>vP
zFY$s;5l0i>Pt)<cJ?E19X4<8;wdFo%zXY_=<taA2B;m@hPBgT%*e)@ef1huB354&&
zCSTTWk9{{`g3xJ}ewH`~`zuuv`)-J{jW~lLdDUGX@ey<y+w`wV_u9<8vj*FwB>Eyj
z&aTpixAB>Q@5-*Y&yh%uD$C7D1JMv<(8Yo<fC!|(>k%T<&*>J-q`>dQl%3Lj{d`UI
z#Xxf5PCHQ6BRbGb^0T>2seV5r%6akBXL_aORg{1m&D}NONFtIN=L81Fk%7lOIFiU*
zAa=ce**OiLX-)&eoX+8;Tt$fXVcMo!N$Q{ICaDxPBr=e$mey*#(&g4?ARId<+~3O+
zsQV@oLT^P=aHo7YVOf+!o)2iE9dUib+hr>>v|h!GN|$pv8L!-1*(WHq&t)r5Qu#jF
z&%3r_d@jz+%ttXMrI(gM7{9=0{@h}S&g{HEpFszucnw@*m8Q<|aI?=b*!)wpB#uMf
zqE|72iHQD=Jt0k#^$kw6c9B;hzblpl*R$;T4Y36Axf~}e90$Uz3g<Vu_t%IbUwG~R
zIx;DEcJ&V{arkX25l9ad7D1**8Y0#%dinL+H~SEq^LvjT?O9aqztfvtY9tK`CKcmM
z<5Fvqd0K||ac6(4JmEx`yZae>5AU`)#T`zjhZdUE6^wZu+hY|qqivk)D~rlf2jvOk
zWjC2y1Rg28JzvR?9rm1UFK-jHDYOFMsSR$szcQ>m=DE|I3fdvPu^K@WbTFup2zl?X
zp%;ejS1hqq)~0^1Oqojxjpnh|v%j2BazCiZCI7Z=TtFdJu#jO^0F83!Pn0KR@lbz1
zGIRI0I2Kz?>8{Ju=-LK)@#F<8>}~gb7wYvc`yws(Ty{7;bo5oTVB5nUi3}s4gVsR8
zY*rJp1cY3rtACAFs$e`un@B9NdT4;qVBf7qv(r<(XMix%54%c5?NXUqU;JzTBHtNq
z8+5PmNe-5E*;ZM-#7U05+YJ4yQjM)rOCsgtk!J_>4pcjo@nwb4QBo`P-h=zWQ7?d~
zZo=!}Bt2SpULPczJPjf8GaM-h?CeP>D6WGpH>C60=x?W3kTkOciR+GDkW=fi*)_=3
zswWIR(-<01Ds+*E$-@%1@sqQ_Qo*;uaTn+C?Lj|$a8Q+cX~NrPHpfb`%se9NG<moh
zTc*p+Q#<pZf(G3q9#Z9_h09WUjQ4(ht+eQi*LhAsShV>e&NtoAwv0?XRn?Tb9IzZb
z5Z*b)6zHFA1Djk<&>hbL=NU-o=r}>uME*^*%OWTN4U5=pB0x>I2l2o{sBaW2*U9tX
zbwkwB$<y+R`>{hR=@~&YHd>oydK05-HqZdGft!U*a*9Hc*PMm0dqP&0liNhKH|D2?
z2HmP2go>4fd5XuJ;uf=eke}8P=~*bP>QfwKD&t@cGy-~`wGF#YUjhQa)ei)e;|01k
z8W1ta@$U$QYGc_pIQaIB%BO4m+H8H`lrm&L)-lMOFH|wu|Hn)>bm(<a!`i-D#t-Dj
zSqt1Tze{&G`~7FirYt1ZrxkkpmU1}6$<aM-Vr5c=<%vPa{nU4^Vh(<lmn19s4z|1A
z2zl&}mG+!tx~rK5c5W`~LSvte1GMTrtA>+6f+X7P6|S$$<rKD{&hG9(F>gblSinmj
zMf7U&D?Esf)i&KeV9XRqYyg_T>49q618dcVzIhvTe1~14CZqJ-u(foB0_2MK<^e^}
zAiIM0tI{a*;)X~z{eFMs*rk4cdN!NL<#1;CD~w7hDTj}%6bNWo<&O7dN?W+1Sz}c=
zOK2=9^gXBflo!sK;KccjJuV0v83R?C^|K<R#7=knW3#rZew?mF?5W+xlW%LRvhq{=
z=xIk3n%Fao=U69JHYuF$nmgf|m+hV#|7&5XR~!=W?h^m*fhIIhx!+|Wvl2kWxwGj+
znCwwJd}pi@=R`&AxJTGS14Sq5Kk~|Y#$uNY-!9MfmT^kuA9JQ^m#e8y@1O-;SyGEN
zSjz(HhoW8^O-V5c*f_@tbNI-SBi{n5JX~}YB<jgDb)6z1Mo^Nt0sq1&QmPvwBHHjj
z$dI|r1l}XL>JN?J8eI@z;u_$;0z7JMYYPM$zXpNi-goQDg7G`j<MhO}PO?Wc$|Gu`
zy*K;5MQ2Sdcwf(odR?8hcaTN;yS{F4-*2bd9dAt=<3rJMT9L{;kb2e^V2n$iUD7UF
zjvGC^mRHEnFY|HSIg5?IE%-^r7&9R~xlwPTLyAQ(ahw3|R##bAu;jyp)`Qa<s25%S
zhuhl=ttQu>-CEgsbvWGM4{M`c_rQPrQKmF%zQjcDCWpeICpH>jW3q10Ma9`r!ZT1<
z`xte1tJ;;e2<5RAx;StTHB?~5RA?y6G&B1K6_`_Jae8z+?v3IDvKicmWJxn7cFhB=
zJKt~~+g(S3CNe1dGSelb8Ym_dyKGEow`3_Ng~DkQD47ip&hvweE)l40fqzDT3EFNM
z{XvtX0{HI_@Xp0?W$4k4{Y4u7M98|~^orIkyU^)<&YPFspPeF0&vq;>$EcVD-F;Pd
zxnow_c;WpGgR(@1qJz{M#KF8;DN+c=<YYWmlnlkUK8VKV$fLlmhPzin5?VYxasYi5
zm&jMmy|43b3nH<9XUmYA8%XQ9+sx?;U0!M^lsZnEltQQkvaQ-U-_)i%B{5NB##3jL
z$F!{7e_GUKUGK%OO?Qs#les6;zLiA$+J2ys01KnTSbOGR;vo6ghCb6yYj3B;PcqOS
zki(y}n_v-cxBYT1V_(KQfWvB~*bv)D_3gD7gI7|*GsV*p0Y6^$)1ah<zmWtplynT5
zD=$pWr`#Jfyv&yEhjn~yzd2kWI_1~d#*g`3Zphc`rnp`DUPjsQbsJ1=3hTB{+3kvj
zB5x!=)XXX>*rcCVk$igd41%ztG8J<r-n_my{(f?sG@W78|9ffyPZJ);!;vIMrcl0y
zk>6!A_3@cU4axFf8H8f`sPF!CcYSvavYnp(jZ(OtucGqCls3dHZ1(FK-7Fv1Xz=bg
zvCB|E8v1`)IrDHR`?il?GfZ}&tRbY5wRC3*B@IfYhzMhEv1O^0$-eKpTWHZ(l28n?
z@3M?GSwh*DG-Y3kG~zvfJ@@e*@B8QT9FIRba@c0B>vx^k?>f)V_cKfkQNaQ~ya-75
zG(8Y+X))|*CHI%SM(mC*eUJWrQ9{8xm+8}V+UK0xM@j@zIk|We_{{Be_|rXFI-1Xs
zMssy9O0=d69hEU1b;)(lII6v;!$b7UG0xXpN{L>|ZTXTn@3UR`hW|drW<}oBmc<*`
zZ)H2E*%z8?fs5G4q^@4qUvAtJ6dBu)sC(-l=CSr^!dFZt#_chqwje4?Ws@^coWVV#
z5LsfHLDZq=GP+XHMwx$U7pjGr-)V>ySrzVKJHOXfg-L+prgh;KF<Jk^@~<URZI2~c
z5p{9x?b^p<r}s$WjvQycb=z$u*Y2>yzOJRt47RqljvYq|DdA0=sTCI0f0vin1rz9p
zDNT4FX+-eJ>jRzNiNyUJDwu^%+l~<P=%S)6w#vFVj4Vou5;95UYyY{=kEd6R!5x=N
zdmkrviiv}}=_-a5DfZzuJ<rnS^mkHk+(SE0=xa~EqROp$F~K35gu|k}X3B5(wH02W
zmxr9=$5KTLewP2(O}qXs-u+O_i^@~>hKI%;JU%6HDoAMc<C1sA)^&b`V{3J3p@wSR
z&siRb{U+oZ_|wutTQ8nn&=_qs<yziu9hulvyG>vm{-(;cs?H~3-bt(TX$}vnj|!%l
zwtGY12|LBbv2Y6()U&~y&ixx*D5W^zu-bZGMdmx(1h(AJWYxuy*OfUuWy1K`m;S0^
zW@qkAUK3_#UQ(TiT2(PCdt2F5<KC7zyi<lpCh}6a-d%mM+NUNI4--`a)>-bh*zhDl
zqqmdJFndp6vpqR>%rj%LOL5w5jbYZJIlpbqwS!}Yl-D#qX-(XmgRxE-R^nGk)Wbu?
zry){wXB+nxs!wlsp4+<aGlz$s`A#awqxszu@*>#Ih+g#H6>s&I(D@f`Yti_7$LRs3
z8{G@+Bzr&maS`w=ecx&AYo!{LlQs;t-s#`?^N_S61io78RaVuuf9JGW`n>&62(?1K
z!Sz6`=nLT^mOpoNl;*vhpXo^*j*lQwW`BLX3aP9tlk|cM-6AxPnDN!`Mn)wm_k?<e
z9@-3U*wd|C=cx0E;;X+qCazdZPromb=~%2mptHvei}nmt$y`@D!DBAf?PDY_J=pvL
zwy(raSh%j$Xw7W&Qtgay+2t=*<4msO?+6^OwU)UhT(&9aVddxdTb;p0$tZvA+2SUe
z^Lu8{aP``Oldt=_ss{}-d%U=lY6Y)fcdmRIW1JjO9<Uh7D35J@?_-fkwTvjU`93@y
zO19}6TG8P>NiSMqxQSSl+`eqtZ^J|;ZBF$LiaRJ6^K-wx>6`t(EW*Xdd@6P~uLS5!
zYqn}9%~oj^$K3aQ<S;S&i<ft$zD+QwCEe+9rA^E5bfr-j_h1b^zIVui`hfFu;Ae5G
zYLdxFmAJ(hx&o_DMMqB$fvvT#!R)73?Qlb9m=vXVJbQqWXV6`tq(xdCar)FcIr;wD
z+<q1t1!|l&)AK|hm-5}se(M?mY8~YHyNN&Mi!_TjvJdv=UK`#i#m5<F3@w=G-+?k>
z2do%G3t47Jpi*S5obT$|u<Q+}>3vh~*1EXlUDwGcQ$@(ozR2b59PrH4rz%WG($~zg
zc!SllkI#c{A5r(9?Kg9%i9Q-9$Es>q&t@h{WSkRKV0`F|P*CW+F=l<Y`(+=Cpj0}x
z2QvW87kai!mXooV<)^!UoZn1b)%xl)(YjD_eA$DiCFpHRNX=!l+=KitY|E7T{K|Su
zyto?%bJAw`&j#o?O8}4Ww1SORok;HKOsUHpFQ)1fj9t{0`G<W83~kx3&+&YJ8^R-5
zz8U87;ga+h_hMQP?!6_?e8j<#cYU}Ir$5e{jxSzqGt=lfnfq%zo6Ew9tJQh(v*=QC
zWm&QJ`YUdng^dg4Wn8J-s6u~sH6=Lv*RRtf9FCs`b80OPS21>1AJ*U%7H3Ljh9{u?
zzSpO*uj1amrc~cByw*lh3;MX5W`L~h8ngIv$dghIV(_OO^+jD;t4`(Sjh3veSG4et
z4BxoC8=5(xuy}^UF-VbipE?`t9U!)n!&yO%Ik>d~pBoRbR3z>cJ}GV{yVq8*HIN=v
z8XZnqT=t&(VU{|wr_Hn2#N|6{TPvQ6HOTPk_Kz&&=-}>eQv-A^5$5%Z<sYQB!JO$q
z9ZKTwr`zAYn9wImHexbCw78kst{`%o^18OHNWJ2a*|l`4&&rE|?|DVc8V7SbpM^cu
zehK0|F+D#&RyM~+zSY)6%+|%T&%1-Ww4`pu!YfMHqSenrupxPqlikN-o?hk7&@gfl
ze56s$WR$<Sc#TZ|u_Tauc*RbKI&;xxE9-~6BJWud?h8%wZ4+wGZV;t~;joFTR!~?7
z0kStJ+z-;&Gc4q;2Aw&ldG#s7`B;Y65QP$aITfeAdHQ=}9}9ljX`n|xVG+;7A3c3`
ztMx;o$pu(LJX3nhuT!E!sZ6o8EE2i&8p0;|AKcz)&nsT<ryhIbKUXrCmb3b+w|kqu
z^TFBEZv7r^eI5h169yWIn{^;3e0|_+y?CRJPYtE}+>K|NY`p#ZUr*$5IhH&3HT12`
zmx_pRx-VYN<DB%7jH7z4vT4?bKh{2+w^+h<bvGIx>!6cE-9n-=S>~H+XeE()S_?Rc
z5{xEG!l_)HNjG7#X-HA>Wx9BL)qv8;$<l@_1=V}(6zi>bR=F;>PIHf!7Z8b(&6v!g
zI#|vd$rd?U%Cg}>9oslxalWQ}5sYU~Wt4OlD)^at7gzafDyUkO@-O^lxLY!wR7Bid
zj~WiwAG46_=Dinc57Ifi`N^S@kHxEsO)$R`4)nFV-fN1gCiIRlm!a?+zIS;xQtV97
z8^8~Kh2(^mnCRr>p`BI(9eO5$Iz`Vp+;p-PUCpF&mV>zhkvVkL_<s>L@EPu^;&}g#
zARv!<c?FhVZm4t>mKR9P+_3v$(1i1+T(;U%Q|=7SKX!#ghDA;SqvzuKW1_Tf{@KRO
z!74^F?;g2moDvzYyLH=vgGF7v&{B#POehH~vJF~W1WQ_-j=`log|hK48-@~pl?B8t
z9W)^Ff;wYD<?+_zhk0)%)A^6&f8aAH4kuPGQ7LJ6B3qz)cy0t2Q^cx^Q8WaF)RpIK
zv$x-w5augp)qQd&GE3Y6yA#GDzY;6@GK4MBBC|_Qx_715>_>sz{YaV6KR<lzK=@o+
z8<{us;5t*y(%trx{1Q?No0wANHEmzfc*I34LW<!l{bodB#i*MtUg8IEvscC3Lv)Cn
zy?`?Kmw*9@N)UqwA1h(dLXC`Uu|=I;(5{C6_dk^{+`<zT%7X=_r%NGP5NM{t3p_V=
z%nLHvVxX79VYwE?fc?W4lndce6mm%ntw&P$xcCj{i!H!+n$Xxtl!=zARIk|Y`*SyP
z=fKcCRX0YU@Zn(*j}+Y<Go>vJeggL=CjB?*q=Ezq#@i9EKCcV=L9PUeh5(T%e8|hU
zbju6aD`@#kmxdP&ABZ{L@BViLLteRy{#)S4`1^PWU%(OhKZ2H9F)%s=|6J|h-B*))
zXI`{4{ub~ldoQ(V`Qd(RW}QDeT9}Ca{~!A2)6{xkzL6gk%$Wd(E4~MfA2P?lFh?MU
z5VC<QXWws!1g-FU_k>_B3)9)-6is!j6ROETm;g9?Mcc$=Gr(f-@2}<A1W?x`&6f>L
z)PTkhxNrCguuK8~YUzEO(*>lGFj9<2m)U*)_z}Q(Uf-1?HLC*ys#rD*d!8Ne-O%|!
z>P^Kl<QD`-XZ#AVQ;&guPkv@^4pgER2q<+0NuPz9{W60j4p#!vstf)(W^9l9peAiD
zgk>Z9?N`zO`zjn@OzqtRN;#Z%zb8#B-V<h|+p)+)AseFLC`Ta`BgPXWsFYYB`(uzp
zsY(L8f;(Y$B-@=wlB4+la)J&68caEe&XiWTgJ%>U2m-Sr^Fo++e#pLkYO^j9ta^8H
z?gHr;;O%<8;GeRG1DFn$r<blOF`!IRZ-${y49vkG&}+jF!`cFXi+Esk6i)};5%Ku(
z*oz;s{=TQ`PC+SK_?1Xk*(@vk8bBZkd4U*k_VH_xzk6`f4=l#v+Uj<kq{suR)CBmG
zGocR5pscz^L{HBG2XmOd=w7)}G&Tz?breb;_yE!n1Ef(z&AfCdk39_1UfLI^t$p!-
z#(;)W6G6~w_-AEKjsYC?Jz#Z<%9W~wwaSW(#;FeS=&*vQYbO>7@~O9frZ)r(H3iru
zU1y(QjWAgj8v|dcG3K#iBkd=q?nMM&ZxjrF&!VIrUSj#a$`oED3%E5q(2XIT8Dv}^
zTfBD%10sl!Knfb{U~Xv04P)klfOUUN+u#2HvSlTG13%RGb&3u(KcA<)y*<9Rd}yKs
zRuoL+1>nqjbG|T_N1j<g38V_nIVPo~Y{cTJ468B^Nz4{bQM~5{xHkipgr-Z_A0wQK
ziU17wFUKx|*AtIHa9JSHdrLdAoWam;<kilUE5faQnOsb%xU;!ukkJbnig!DIkm>UL
z2Zl<ro9-=U!d!=H#IRGRPoJLD_`CBD#FiHDI6IMA^NStQ6k0G-`y$l*`%Ec(GY5t&
zV@V^RwUbd)Ol+6-GA5DY`unZGWjC5=c?pO88NJ=SfB&2EC0AE@XuRMtHP2CII5V(S
z2i+WI3xI0cr4q@wEvnoAMl^%2%2|tsUZ|~B$J3KrWuixaTmW@p*>p)C0y_BR&a_-o
zKE&|9yfl_@a1;Pqeeg%lfp+w$v%1l5uaPjpQ7{7j1PQI9YFHI=1|n$`Fqu!gS*$x+
zr7Ce5DL`E@rkbHyv=uctpuoWhwoFsizL6F6wV)@cWNd8g@#U>>5`B5<6Vo4Z7pwb+
zxEm8y_sZz@eWj7hcsB#^cr(DC(ZD3?o4$`{<X)PDJ_+`rcL-TC?d{WJceJYyR9=HQ
zjYh%wcOr0&YlN4A-x<4^ltec+l2uaD2L&3I3fB^_p@DB!K|qMZE`oA4((;lf@*jrs
zp!aSSz7FpdN)>b_nd<z$+@8A4vuhQkgG#{7P5rzNXcQ*VoUm01@O<e|wSYZ{a1`tO
z0VF%Ui5bGZRre%9LGLV|o}NzB(+kgnj~|-LmIJgH?TJJXOMBK61X-b?z;$Ih>BArp
z04~19X<1+&HbEe?nt2UDZNUeEWsCE-fzVr+JCow=psEOPiTuR_;bmU<|Ca-uk+_?U
z0BBiG$__&*vs1oLgc{cb)9Wu~SHpUziO4)y;Jf104w}_LL+Q||5h~aM?V)F94+LiX
zRt=~@?`uxZR4-d2oRsEfn@rWqnETdS{0x&g|MuR<!ojN(A9m5ymMo)DFgD&Y8W2}C
zO6icXG?XV8@Y*0{VR+?}NY_>~97nxhCV@#JdxN%QD6;b%F)-l6LcwwX1=cUuX)ENd
zP+J^}gqpv{sUyQ<UmwDnw_#apYGY7Az+bBP_WTP>0+kX-a_y`<8b1Clz!^du@t(+9
z3*h07&APl8kxZ_5!=fY!`hv<?(Pfk3p_CU8B<O$UU_OJp$#|=(%POhUQxEnmBJnC0
z^^cBBSqP?<@DYN*1Gv-v`=7poBZ7krN>Y;GoF-`W*q|an3<0Z)QL2dql`JTDCn5Nd
zqmQ^P;;p-21c!wMw&yL!GwTi{sk#q}Lhhpps0FbGc!z(++c2Ua@4Fj0!G=bvtffHy
zSdqUy0itX#YMIjJ;C6=?K^WxU{kUH$Ck8PiS6U&F#SMQPM(Jwd)u2U$g-Wejh^Bo*
zu{3a`!VM2mHGodaC@2sx^V~BK7Gs5rKD^7BfFXST{0m{wrZb(Y<oF5k5q((ZuzH{c
z3C{LCJ`0WsZ-825M>1%>H4H)Lx=v2J;I(f0xIr?Vj9gP+li?a0LxN~{KgdHY2~xiG
z<$(1FpwU62N|{q5!Di!pYjPB#FOVw|IXht`Ghx6Iz`75E3>z(9j#|YBX*Ba<=erZD
zmq7XqM-hd1%qzVWD836v;f1%1Ed+oU5d`%>+1L0nUOFn<0W#t5N{~{<BcVEP*LGl+
z8bOQd0U%mB;Izn}Sm~YH<5aV{aEvyK03vXM3MM(BqpG>kvJJrmAcKtop5G1t54a<m
zKC*$x4#3qRaEajZ33~3RP=l^7>wqBe3m^+8KcYm&Mj%E~6(Eri9+YCcxAy`!Y^bW@
z*8zLlwrdv~99Y=!z<fhSPVTZW9dJhEPWS&g!h%%TV7-4tTLE5t7~obtV`DzFw}FkE
z56S<;i8$JBrvh`)fp#L%8^Jc0;EqTy^Lq`>`H8FjK$Nh!SIuugrx=Qj1H9@oNYIS<
z`waj|Csum#6Cjm6KJb?!5K8Yc7N=?t)gDzd(E*w>oLFQF?xKS?6e%pJZ?^p_59$TQ
zHyCarV4}4HX(-~nz>+@WxeD8vdXQm5jspd%5FHL-hOF-E0F=O1>yJnqW=bQ)J=TjL
zajU-J0Otf?VSVtF=0nX%7z0V62xEDcx^ETk2O!BNf^VT(F$Rtyte=)wre>rt;7)xZ
zGXhf>b#SeFg7fr-Xf0rWh_EU19Lt9q&IzO&jE%g7F92AK6y*St1dL=qrRc!LHQ!Ua
zX1cEkR|k8y&|Rl9hfzud1opuYHzMbb4!{%=w30%wBOrwb%+<4Cfq=8QSls{s^AM2;
z!->q3DT-L+`ttf(io-`JrE(a!f%QO6tf65ETW%~8ZG6%WN3b*cCSi7miW%f*JYoZu
zrp}_c6w>`Bjf<;!XtPQ-!tMucuP_OyQLszlhbI3**($_i;M!`0BJowZ3V7sn$Re$|
zv%*6g!ot$Y5<7RYfTXk@&LR#2ha?dozj;_U8Z)X#h>kSCYtqTXNO6w#r)6!903acE
tJRsKD_V7H5o?TF`;6Ey9|86;4S>LfBSm>!Y0X!Lo9o01?=IPi5{}0<7&<_9r

diff --git a/_images/sphx_glr_simple_arctan_fit_thumb.png b/_images/sphx_glr_simple_arctan_fit_thumb.png
index 910852ebb2f7191a480c28eaf3734b597abc0aa3..7a26afcf220a8458e68666e7c6b5db23bf69d529 100644
GIT binary patch
literal 27167
zcmYhD1yqz>wD)Id>7hFYr4gh%hmZzQLIeb*yOHierCt>27(_5A0ZHkUmX_}Bmbz!W
z-(Bl-=~^H&^E}Tvd;fQw-zG*^Ta^f(4j%%65Is~w=tCgT1n`dr4+s2@yJ?Oe1Y)=P
z5TRh;o3WGW<7=Qy-7)91A(LB0S}VN4qV=Z$Ppy0i>!Z5r7Z&};X&Aqi6RdN&!r+f}
zH-2lZ=VJf%pYa|z>wI2*=MJBBQfbEA(elI7*%~2_HRsiz9;>~ylrUEM7h7-zQY=<;
z)UST!&5Ytm7QC>1OBM_`UKq;@0vIX!XHStK;5)oYMJxm<mO>X5oCSQR_=6M*!%`sq
z9*KucD7iyK)c&5w@Ww;7ySrQ5XV;W?g!8N>=vvZyZ#K5hXK!)3#zP>zZ}Jz1xH!#t
z@w1+x+L?Mk^0VEUo+0VTHCz}et9inI|An=`p|)xYfzk-uk~ZAl_(PhS!*R>(N59-=
z-1eo5J#d^Tz0DXHcD*=!$sp}3(0RByTtMQzI~}9(;r{df3<-f$&1(0RUu->U+S(l`
z<u`+k!NG)d!g%yz&RDSLd$T|7cG4d4n$^>!i#q-KcVQ<pLwQn&#n?CF>Q^V+e~&l9
ztE<J^+S(uxNze5V@0~wT2!(Q}Nl{d@MaYw{k>CpyC%B5Mt1ART3NzrQMB?FuL*wG&
zAdpIv%+spKkr4yiN)y{k<6HWaK5H669C0bB0><)@W?SKw7lQej8V?_aY8Qk*`Px4F
z)8B1#glpuRF*$hupsla~T`X85S9kYc?>>ObspN&K<aO&dpg6@}9doKD^TrsLTPu7W
zMLkSn2iI@PlJOUO|NQxCZ)&yI7S(L<ZD3nR2mIbWZ0mAbnODbM0<RvV_o46A(^K=S
z#$U<Lqnm_IR)VP(!gN9v(JNVz)Z~7LiVgE~!MDoUvVntOy$Cz2T;}4+Z3ZlVz2l;h
z4G_=B$Z%cjXQYW$c}w#EW9o-fYnfH&;8#Qb<Befl)p(}%?a6YzZ$=NWaBxsBdy-QG
zo-0O4larG_a2VswkPW0mL_BYeTBsa1>q%H`i6lso@L*qDT%2EA4C8M&$AChiMisWO
z{wx`SpJwrNBKGr{KC{i|2TL$=@^HBFYm4Qs#Pg+iIoE?lWzW4?#-+}9RegOjDn65l
zckd|9FE6dY!|(6!Hx=sTS%{{?XlY}*y3~5JWa#-DuiQ--!@|N!E!**@8-tm{afn*>
z7h20KnlS<n+NmdMy?Bbv8{>9o>a4&;Y^SRqK&T><ICK_UN#qbc$$Uc7!+%e<+`zMI
zrU*dMPrBTlw6L-g`QJT_7F%J<o2!fS<s==n&8DQ#0PDtmRG_WA)Di2pKd*qcu!DmG
zPNPy5+1o1*3NHP-xQ)=3BV<ZxM1aCtf93<PO@rf|De81F7nOhjX$T7|D-;HUK|+A5
zz@?=b%B}kp<>etbBusC8<^rj~w=IV&Juqr&+@$V^z{}HIa51AFj<mo&BY*mzeTvnE
zSX>;gsHv;Be0ltJ|DcoE3T@HBw?R>VDR_-Y!OPph<LH%`$@HcQ;X+91>E8?&=qx4a
z$SRbW{S<ItRx>CzrR90@ttsV!l`aZ#r~dShgYBORu7>N=r)UcWo7-ORcU0=VV*-rf
zn{hb~gaF~|D~^7?`kTL7=zaX%`HAOQt#GaP&g)NF>6XABf$1S!T?OiY{ybPsclq>Q
zugZC*!a<mh2<==k<QypT#-Q_+59SF8K=<s}q`=d0J^J*|3V>m`0ePsnBq1PZJ=q$6
z;CJ}KbLS7`(b|B{*PgZP;5e_Xv0V9345NBqH*MLV1qo#p7GTZcB(n06_>`{mP0)ag
zl@CUB-h84ivxG%Y(yg<GHavYVcd8cl_Tv9kI<NsL^4c6xP*=xiU}S_bGm|Lm>4Fs!
zc9~^>3|6~YF-W*$t@M0|R?iQcbnLjfzFb&djzHTjd(s_nYf45&G_R@n(w;CI8X7vz
z*3*hPPs^*R;h|6{NNLQsXLa6%MrCm4*?P25qE*Pu%*<|FQc9||y&YRtRu%#&dh%xU
zt09}9AeorUtfr7vO?7pSQZ(`Y*;yyOOMNKVSzv0PVlsge)YVCunwri711v1$EF855
zf2(V1UUIU@T>m{$YJW|6Fm4{a@P@yk3G8#3^Nb`AA#ri>c_1>tDijB@WO7IChkp9|
zd^2y9-T7NJ`-&i6<AX{PyViaWe`AxQDEg-8MIF`Bkv={?xR64F$=A&s6L;WXO>=<{
z+fJ0SqRsJ1k;%fy=SQ^LTioxtTTP?$*+f${?K+vpbB+5``>chX{!oB@iJWv)nQI8t
zD>khmw37oSf_A~5uTENkh!0B|!Nb0O<$+}7b>S=P{r)AGs(HSi7q44psa$_D_7n)A
z9UBG^(}f@k<>uC*vT{l5n&{3M2jE;oU{?s4Wf{P#b;i<*<qU5yrOL`A*TCUnK$*K=
zv~XkxV5q99dTx%~3BJ7+yKh>(Z{T<5G#2f6&Bf2^TyL)Y5D3IPaOT0Sll_B(&`C$_
z^mCE)KD*2xFAt}|M&rPM#xAzSke?q7$hn<tKEAp>n=1sX_Ev=r`~}8qQehhkKAl?m
zHHCt_ynM1EDH&PVulGE8mhG>r11<!QUj>@fB>#QK{TLr?v(fh#cYw@9^B5MR-MqNC
z81K#<1>idWB_+YAsG_2X=uy50i`AYRWP~_MpDtNZyfYrdA8Z~fAzZz^RcviJ;c)ox
zL(By07OCJH>6X^kgT2OE#iA#zt*vZ*TscN%mabl2?P($ou9v4y0k_v@v~41Re#zd%
z;4)y%Nl8gV(ASobkSGd@C)01fNrWL2_^bVn*pvC5;=mQ{?YULrnPP#!EG@Rb**`kM
zgivrBaQ0z#_4N^96Hs9_xg09Lp^60I4{Ymu?#HDsd#FrnJ@4FJ&fN}vf2lED?S>gi
zK#c<lIA4fPk?|M(d$vcy!NCC}MPe9nnWGRc@bVW0gIo~9&CLy`d4n{hX=+N!X*qAy
z{(=9gqh^}$9iVB-LnvjmE><|t&^2D4(xYQBkO<4(lm{sy4phL?UW4_`PyK~Y#fwKx
zO$`YN568r(zMo-du&}$E<$WueNeu1+Sb^djD!$UdOK-HoT6Mft$Ww`hlum8|$FMu%
z`uzEGifo{y`g?9{8yg#6KR>YBmWRvTDS|KYPq!yA&CSj4-n$2d;8Soy#Kfv9Bq_NK
z@U*qHK{WLJvm6+Tfjz&ql|IG<{zx1$l4i*ne9wKCU=HG}01Y7s%W6W;V0vj>?Ur=k
zt2a#IFt1j>4cV6Z?3o1|^@*JWWga#);Je^_{a^FU<C1Y3fk>IRla5hCwh>85k8s2c
zA$BV!YI_|HTmyn)R&Gn!Mp(bs-roc<70<PvW#7mSe@JZj`MWCrrEL3uvVk*vw`U;O
z3t9Ju0NZ~{E5tO_0kp}wTq0@8<;f1Kw9g9%K@GGlvVIkzP3|Y`ns}HmN6b=`B%I!-
z_V8hM#jaAm{>#k_W;5zTfsJu%qhCP=s;NOv5&6<R>lpG;7t!Aie|-r`UNWAsdGhij
z$JZa4=CcEGw{M-MekkZsO#k$!2ANmickPWH?d-LrKT5t25@1LRLy$nt1HCLXt#LOq
zyk|}h!i~pTf3t-^4#>{Fe^Tli!$bT_CP~T1mL@74#y#jYbwH+B=j-pEXINq;dPgE@
z4|{p5q_G3oI&q~*EIOb7JEPtHj<yXdULy#+1%xWW$d78-#VWCMoR2=et!Bgzvp6d>
z;O2ZC2JAM+VZ50CQ;4wr2p*6fpyG-^l7@abJvI2Oj}3{gK_@F|XI&uO7y>5BJA?o1
z*|VVvyGQT19<f)spcCJLiE6jJzQg{r`xGJ$V+dgSIivOp2)mm#2mw;NKncX<!FoRr
zn%IsC8g)pWT~tH_3okF>ojZ5zir;}8nID7d%=KyFo+=B(C1SYB#hj2yT0E%=sgn2b
z$S`<<=n$ktXn6pdqMaojqnD?$VqJ-?K)Rh4z|W$fps+quCsymT7sn*?3SvRsHZfrY
z?3GnkmI*A8*3@k?SpgmdB*&2;^TvR5#4)B*#VLXe{d{lPpL`6&gV_0biwp@59CY#n
zmcR|f#J3C*WFQWq1y{gxU6+tn5DVyPcvY28@`c)nt^#R9#=W_Cd30D0_`6YH2VDZe
zTd&^tprX$mxOF@_a6rBjI`M&uU?K|K=KcHkjiVgYnCTQFl)#dmb)T{GqSr1M4r&O+
z*~81dCb2ol#;K3r0v;jOYCm>M%V911Km;C=1<$VsrQEbWByVqTHhy>S{7A>5mu7x*
zw7$4oC~<F19!sIrgNh$#aVb<a;!`l|`fu#QXY_?n_-u|Ie}>RUO;dvcgw^E^URS#N
zKo<5`32qc2RQ>(009g@A77V68TkY)Ue-CxE-LJ$A(#4d#Ze<hN&4eUEQ%bQEd>=@7
zy<P(e;&<7(V#fW|^qQvy8OvQTi++Z}y%|hLQZ*R5ykRX6pbK5<481%%s%6*doN~eZ
za34xU_ad;tM5Jl-ePoAY(2x4o)=+k>kdnrmy_4SiKmEh+KMSj|e>~qTS(~8(jQsHR
zh=IkqE6C4!*Z%u2WKfr-0AnFC0>T^s*`7`nx_H^XGbR7?Ra1sUypD~iN1(ob7GH2u
zOi54wi%Xw5XgH2ror$XlCifGpjEwIMt3CWsAD@PTi3uAXodQf$o>20KDPQ0HYYEBk
zT>UtpQd2a0E&!ny!wA03yqF&OEPrv>G*c(>=!pTv{!)BXp6KJtHD-&27MtK<ZJk`j
z>5YbK?^TbD$o*~Oth4i7DHeDb_S)YQj<w)bLi010h8ZEZeU{SaN-76_Y1${(XQ9{x
zMvhq#_ZpdlEOKRih|kZLItv2-ypkp|UdiJWjqTt8`|cN6C*>npZVi?4ej$7<?1<;N
z^UKaXY_c3096aAjQZC!*$|~SU^QQOnqoz!$rs8J<qUy-_wJi{`mk!ueL+~j>cBU>o
zLNVmynYO(sXz<=L5-`YKEng8(KxPA}eK+z8N|GWkjwVfC#+W3g;Ej}!yrnrf-!iFO
zOnj5Kv@{&J4;@5d-(IhLXj;oIKO4?fYT6j49gbtTGg8#UPx{l}gZ5Ur8fr1ZdDBl5
zD?gCcbbEt~g{yROI^}!W1uM)pxOGGuuwSHld*))Mlzh5q(<iNfY1<c<mo1TF#Cwg4
zOPB^F&XgZ(JZi|R1`A<2bn$fUW)C%zAtjB(rZtD_(goVsIK&kV7hguFhia=KNgU-y
zu!9H8%nlr;-)QzX3LGuD9>2!^6nM!or}SCBX>(M*+<GABc6V34Ic$0r63>ZG`HOQ9
z69<ySE)$rwurPM#JPaEuCr34tLSylZg6VOkQ@S6;;%@&-De-+TGcz5-tnRig1S+qn
zlZ?zL!e!c`JXO8j%*y{1vNZ<f&_O-XCmZ?UzEZiJfACgrfYGWmF2AX%slGUh<psNB
znr$B)ieBvesQnEhE)J0$p!kuKcKFjLvi6R{gO@!>s{0jLPaCsr_bpJ}Nin-KY=WtR
zA4Ht!hQ^8zN>QYrM-gl)q{=GpLD_*SBLyTw&EXk7pY;)jCDzZ@G(I4wXJYKf?h2+0
zWxI^W6`KA0Hoz#OzC16F<?4sXxG$QlR>GmK4o?$~*-E8UVbcqczI75H)ymdBzCKGG
z-ua_^e9(z_@PIacu2DzWm1Su5=asQu^|t*eQqpVDJ6$w(J(?LwM)tiJ6Q*~zi(q0x
zEOkEZxjj%ty{3%u-eW&JUe4}_jp@%=c=c4=Jz@*Eg7I4ByS4#I)==9C0o3T%n6U5|
zVLDVIThRv9{bg^gZ+`dK$%>w;dhXD1)%gs66r0WYI5MI-hnvL52c#k5O6A4fp&own
zi*wS*XdCJAI<drZAs=`ofk%N&u8D|)4Qd#6ePPq#K*GH0!6<dO7DHa6RO^={#Yjz!
zy19<&&tB_aUx@SRB;I`&gA{dS`E4H)bp2iqJYa<<*U(DOmBhVBP6>&v%dNps?2pdR
zZUR^EhYZcjY)^N3GHdeh8<#oK>Xlg{p8jy<*xJ!LUQJIO)=Fu*FmLS7E-_t*3%U(*
zj*cRViDO<9y>FIbyRJ(Wzx)D)fsIsuH}8%^VhvT(F`&>p+2kd4c1G|$Jv`VNkD=ma
z`Fp5A)%m=&nm3j`Z$c;YSLamKfa%_dLC{U$U)QG)gwvFJdeGH_@wt|RCDRTh46)Y#
z@|QX*iUf!FBlz=e>i28Bt|hQUSv*1Kq3ffDF+W_YyxZK|5H9r!24AU$Zf`no8{}>s
ze_H<$Mk$0NsrXl`W|KHBc4{@KQB||>FS?;6Zr<#F_mzU!WIdwR_Zp4m!@|ysrpG_b
zeIqBoSZji!q<oOSlJ9*nP3=*CxS*$IL^I@20;A+=@f%3DDT+tAGAb(i8jO6ur?)kR
z2nxEo*nhq&ucU|+by<}h$m|&px{=VUapxt|)04KZaSa^+DFuPj&sSF$r%tFrU56Ug
zxcwR+&9l5NH|BxuUedr~^7RjpY$ETKPwMu3g+VpTi|mXi7jftqC!|k4xG+N4{`F*%
zm~9;B{J>lG`n=X_8YlR=9hDk{$R8(Xlx!Oq5KL3o`EdX0+tQLBf)4gvhMGnV)U!(s
zGGnUp2vEe4LoZ5zd=FsbV5VmyeJOJE%aEjQHkkWrERt#KXLB`6_yqo*LEYU~pBy(v
z*fr<1>x_j^3#~D=UQ0_nPf9s6B-`0j?rEI=6|y<MnkbvjWs>W+B%|(Jv$BfW9C;4i
z7>QXQ<8zn<N|LBjpq)|tgb($=3K?_}Ik%mZRC837vI%FqI9u)G6^4LZT>8)Fr{ig7
z8^c!}nJKnEJ6f8<rQIP$g~;lLqNnAP-S944;(Z;1cPD=u0*wQrh+itO!vEAHVS@-&
zQ{3I1F&D>}s%6T`ikSLwprfYN;gOi=$R4o8C#q9y*5`G#LM<y7C^=NOceuWMGG4R8
zYyH`7*vR1I6_cBYOMmAh{pyTC-D3aFIK*D#z<^&DslKJv=eZCloaL4hM!HZlk6w|9
zvT#*Qsz+~7u4~dZ+8uG9b(nW~8_&a(@5%U|?oU;KC}ip|ZZa@a+nxtHDJ#T`rTsNV
zt9;JW7LSbgX0O<F+Tfp_kQ32ZXcchM?p%(S9H}iXKScd^FD4@cd2{_?*f;`ogeEmB
zf@I>6z&)j&iHY@JUinddsqwhjD`{BNOU<t*qOZ2f7LM6-8R6XWgFC<RJ3_`WE)DqX
zkx_CZjyDQur+^puF>%Paxk=-1{TY4r?Fk=MSr~SV^}vrYs{>0^@QvT{(p}|+TF=e4
z@!Gm04XFI_=@jB<?Ws9rb8Ka){Y|+93CkCg_fs`b__oe0+VP!v%2WHIii;6)*KO=N
zA$|6g+@zGeYQL^8NA_Atl;v-D;4Cd3%@;>kIJ7if?4(7>Qpk?j3#TNc?U^=eO6+3K
zN9w4t3<p6y@S^vth7DYmQg7}o=08ip4=0l^P`_Trn7L>#e`0%8#irNCjR++<ytv@#
zznqud64~>DA9`?X{z)zD&_Jl({>s=JkR$snU$G{Jicmv!S-@Y}D$bGWP%vv#P^gXE
z2BLawki}VS+(#D6rMCC=O70_^p29}`Q*Ha)8}74)6)F&EAN~D`@DFBtRVf=>tQUjq
zMeLZsPPU%&ZT&I^w}R{-X8XIM3Rh>X4UDuMFF^>&vi`OFF0wZ>g~U09yX$!bcF9-l
z`JgtkNhPFd+TY)Av1@fcve7VB2n~=iX8%TH`oYkitj4ZdOPT@s;|6g&#DbcuB284R
z2qf2Asx=L!rqqknN35umQl7B?y?UgbM4|jH!}+7<EskEF`n0#w-@~<PUDQ!$%oE<b
zwf^rpW#1xug)KsMG>ynK^+*rH9L9aGTmAPA{@@Ti{sM6r+n>uPfL6vq(#4=(8!#7l
zF@1<~#^>aJO?0a<o^kbF%SH~H+aykZ!6X}fAF>sqSnnMFsyFhtGg+aT*Pv5KuVbhC
zx%GqjWvrxPhF;ctIqL41Uyd;z2a=zA;k<h!nL-#cv_eF)$^gA)fTmT^aPj?VUT}1~
z>vIKLRaBm@crN(g5C0ZdY8FfjoE#cR6;ZeAh<C`s5`jRnnu_VyDvKwdb5bD6*qkaM
z^Tf(a#O<aK^%D_+TbvMx$FNe)@8%qhm4)(QNc`Zi0Ez`J(w-1NuG=ovdiH|g?)&v<
z-|X>RNmIHnCPk1|m~LoT&K-N-+hIa>F@A&&Mg|-;@4wBvZYed$=u+K#fy+h2m>Z$e
zbn*A$H0>3oexRv>6|~ABk+a^5THo_tj%ZxVHNUz-{!rd>Rb7I96EpWHg*XdwjL%P)
zWG^F~dz73C%c(AT1Tp68ZK8<I{9xCw4&)zSNhrP?X?8JxT76e_(X72BN9%34%RX&H
zkt2pxs!#4VR)%2&YI&?xV2Lt<(h*Xbj#1#y%o0o7q1X=dC=oIUgy>(&>tS*W$wNk9
zvz(q^a2E&3x=%LcMWDLEA*#B<_<N1v^W%((M&DUDDXaZd!#(M%S2?*+jzwV=eYL*y
zg3i<8$D5-Bpd|dY^#zY#5K-S?b>V(Gcl(#8sSm0q%<_3aE#+<f`PH=Fycr%T6YgDQ
zD6xYfyuVQrPGA@rG!WEART9_MqMShYJZgL=PtBb-&NW_NAcYxEO;Da&{ws!B2`(4D
z=AeR}!@`#~rSQ9)u81%Fxb`ABV;n8ZD>$|gFAN1IB&MBdNDHxUJLZ=*iV*$WPz*{)
zQaZl{yRE)uP9%)mHb;R0kB-wdJUof&wK@@;QlF46!2}cckst#s`tF)#hzaJ|$EN~K
zwDzRaq|q<Ln~7c}<k6$>DR38ibw582Nutw*{D#~gN^})&V;lV{5MbrfL`ZH4HjaNC
z_x&AtM>6TyL{~#gi!i!_G>m;wT(;i@+;97}2irTEdAMj^#fQ1-ro(K!!(Ccl7Ru`?
zg%abB=(6?~iCcPN=j!*mdXKlvFub8T3^QNH=Cmhbc!%H|WF6yy?3Pu*R!s3<m+%`%
z$|s?sb=Hm77cdO(Vm1UJ4~aq&A(YS;7^W@Z3t0iUi8m!73{Y{%M;r?r)7|J+wpCHM
z#z@5EM~Dh$Mqf84T_Dz-eM|)+9fUlI%QVk0^8Hj8PmTyAX#6G=hrO+p(Z%qJF5C19
zhx>$0@rS^d?SRaqYrF_#sm%ZrXkcK2W}_<TlL}_mffFJMWrbKe5zrl8lKxi2A`MlB
zCf~=tZ;pc#7?SQ3J)ixTeBZ^F^-7ckiNx&v93pv-mR*&aLRXoM<)z%n4d1-M5OYv*
zh;!E#o_HX1Hkyhxe+E~#ah&w!cz=i}J4T|{Q>70KxHD6X^Qf`b+oK!Tk!XeJyKOqp
zusrf=2McB9g9J%sg>aP2ztV!9dGsdbbM7Z}Cd?e-PLp_RjiMMk{?L*JjObIRoXOHV
zG*X0Lph}@3znc<5bE@i;Dy;|%Tp_=b!@n%>$WOZG+|$VU@{Hj8z+WEv&X5ioNucz&
zK-55kN=d?<V*fDgle&<uCmw`yL|5s6pFqn1Yp|46)5QzgkU>Dfhktb{<l`cBrgYtn
zRoK!h|AtCQ$QD9Mje8XFP*)`u2Zah%iOs3;p{M&8!XWe9`zV5)n{d^uPChmr0u{+2
z;)JYZE9okPx-SY>IGL~6EG=Wb|4QJxN7b9x5OT4nB=0UbLO?BlwD%x|+aT<;Pc)<(
z>pd%_?O$$9KJ#en-$p6N{Y@zIkTJfTv?`3WgFFRdZC$C&kRj&QWpk>L8?C|--tEnS
zF(siuZp}R{tiQ(#qnEk4pd8j^mcl=oP8HZ`Xj(99xMkXOdYVgL23b7{4KX3oQZVOK
zifWlCfmOv~$d^DGuW?3qrUtdIvA&G>ro4V1`lp?q{dY4}cmn8sfL>dHc4kX<@J$RT
zre2bgD(eXZ-vkKT4nn}eLTGljIn$T{X%<E-&iN)m#910rhyQI$l!_#cu!n9L<zNoh
z;9|VazWXu1E6+U9Xm0R4QzqWrKx4GMufqE4yU^MGrrpe@;(?H{m5|7p5Pit6SI}z?
zsKQna+YB{+KskomH01aaLL*6WZiOr0FD>8(FSWuKsFKSWh5WpPwl-j@oMDrZg}#s(
zJkZJs;}NK*pD)8#Bf_D3f~#_h#a)kODox^>7WzC8nu)o;B0azMUVijLXo7~kC&j)x
zrNxA6juxg_r0l9vj<>PJnD3A0yxFaFFdQrhb0C(lzsLH!&yPYITrk_;U>NRV?D?#Y
zPCrtGlqELBv@#^$-Mp{+gYd%=vBd@c{OmpFHR2tpIWsY}ei?l53scUckkv|G%IdZ7
z;u1f;`SI+Kt?>~1(a_)dHM{xh(C&p0ZG!DtjDSNf*G(+fD~KvlH6tkTA)QowAzyAB
zy{8WuOV>S$>5oH_h{eyT1uP&8dvmxMebcA0bZ)k^Bt#6V@z`-YE55eY81~~>r#qOn
zJ|TIMwCB4H&UO3gP1KKa`Apt5DrxtJD3C;-mUxVW-CRo;^d)4;$I>+!W@AQ^D4ktU
zrwDt|v9A*i)=XHKCpl_oElW!I?0y8@d>e6V!PNDgs<}_ZjFN**p_m)L^EKk@Z@^(?
z@<UHnb65K%$}gW}6lAp@2%o&q^h9aPp&l}m$1))d2Ez;WAwvs|NR(2HK2vqfP0fd{
zo}~3YZ-jYpUs9FE2NR*#*q0?A*;IW4p)hdbQBSk`wdDNBCL1<d*u480!rvuCH#x<_
z`*xh?{Gv?5*_P8^_i=IW*I$_#-*$`j^tSUyJ`n{I6Ikt)o%@<8Fp?{Ip7Q$3@R_tZ
zmn<x7k3Rl>*Wazu;cOk}?;5jqmG1-o49xR1Y=Y{Hb=%V~f9Ekz9e>+SFxDs&Z2f`t
za9>SK^j;KvG#Y>0)<O33i1@?7FCODM#9V{ZGkH5fn20@Mq=dPSw7_On^YkMq0LBBZ
zPMVtMkL}EkzT1&kIql7keHU}ID2TBiomkr5f9??UfxkT3C{M+-5r?RnkI&2(6US(#
z++lR_{ic++5w#4HjQU6w|B2m9+JDD?Rjb6T=FE)1$#c(Lme;7kL^joR&}u_{epH|j
z`udy?W|U-nb{S%6g`zrQ=~YYW5AmN>eN&^1kX{_)L!qFEqSE)fx%-$^8XUXw6(%>+
zH9~c^$=u2#<s9bKwy<n^@dPQO5UH$hMnBV}q{}5d#L1Nxyg-XI!+FQVVNI=Vi&)fY
zv9a+o?wR_`^u)}_Vz*GBWPTB&UkcZw35V@plvD*rYcXF8o{vASOe?wEt?Okq0olL9
z+3w2Y(b-vE-{xk7%&XGU_dKcwp9r(*WizND-aG0B4fP^>DCL?YEzK9yFZubMk4Frs
za>8*Z^M82S6`Pk^^Ll1Vl|Mb2EFY81Cut?4>bO6mppd%dtWdJH<~c7vwiaV_ZauK7
zoPwx#&QqrhDxRI){(H55^rt#;%JalNhzoLlmL`ILLKza9;CF`$o|ZhTPwARW#ThHs
zdT1P3*^LY&=wc4OQjp=h)ifq$WYhv@Jo%T&l({5vj54p@#WBli1BxK0Cs}|XECDw~
z6A_3DyI3Ne;n#apI3-nI=r}KLMzXNg<1)N8c91UD^k%Nt+RSlvx$O-^HP*7M>|3u{
zLxxmtlf3rYd{d_V%C9kHdlGW8mMunn3Ksj{cb96q)Ec~p;3${Il|wq=c@b*FRq|97
zf5|YY>Vlu1pBOUH8qF@R_2pIQGCZr@e|pr)s*m)|McwQD^+`)w9|NhKF&`%Z4^!UG
zi?99}^fyMzqcUyWdwWvJE>}VS(ZvoUi~XN>bH{sgRrvdxqhlict<gsZ%t7<Q$#LF2
zRHzSTi(c@)G-FjKdNJ9*(9RC`DWA>bb>ZL}JH~66ar=4YxVWc=u5QP%koEo_SW)uQ
ze@=7#XIT5Tyn_Ex2cK?tvwc1un0f)fC;aa3$?mmf38sYWJmh3|CjHBkB6V=K|7iwv
zjs|m;xbEGHWY<iQ2j}ZK_n+13f}p|KzQ}V+3V;S`^5leqX?($?^fy__c|1dV8<Hsd
z(P}oAp)hK!+1hsNH*_Ksykt!MEx$hzrHAg$l;7`VTkIdOJS?k^`C;2kFfdlM)IVY|
zUvY47HThdFOD0`{S49o4M9R4Ko$VMe%Iqf+v_%i4yuPP(0R{VR-Rpa-rHUx!TG4aa
z+31mWZKBf^ydPIm{*6v9Af-p!MR{<`Zy6X|UQC{95zq3YM;96G1}_EO0{5mDL>YyV
zkr#ixoE<bY`3V|t`*+4alh66M3Z$b5am)g<W=$JhnA4ZFGZ(Yd#h3%Lxwz`XX7zQH
z7hV;Z6J=+$zcFsQIS-#&oAEIYh+|l|45qLa8j7X=h*17H!81guoXaTXJqS)k><$*&
zD_))0O9J0^nyyaNWG4><Cz}-j-!Lh&#8#H8Clh1*o}k<1VBN=h*v^Q*B@@TF(L5cs
z(l<ti$<0GXUL&OA!pvd$oK`Bi{iFW9AB`pE11|l^6Iw#nt~bf@{u&<+ZF+tkat!5$
zi$tjPr3DnVw^7pfu$S@}X5Ht9Gl|49W$NK&;b_<<$@o`KcPe-H;s2biHM#kDW>k^Q
zkSoe2chzJKjzX&$XZ_=q>WnPk5;3Hlcx_;6L`Aui_LSRPOe`TlsqWxdrWE~+AD60m
zwjonhKl#T*RlJp7d)t0jTX)PmCYi!HB#gf}WSIgSwVMqWGwNOAAU<!fWn|0t<sx_w
zN|>zo%y!$ZuaH;QMeK3e!K>$LR0qbTO>}i!T-|>jT%S-+_3-Hh>SW9lOaGkQaQnD-
zMa4T$W32O|KrW3rD5t{LY~XcsQ|@EaXMVGb3+v^dKTAh@EMf(VrW*MIrShW;4h|aD
z(W>lUlP2g(KdK)&SaOWRtd;?Nx%21F&eCf~0zir^oF<ysB!R@)4Tkh-Z#-0AL^iJt
zlwW)^;F1m6qLQn!>im}1-4HnW!un!YGo{Hx%dmL===S)L{tw68pm5wbAy<Y7`H1?v
zqREB&k5Qlb19gtawH=K9JC2AflVA%p{ru(e<ju_Ydp?}$V&xL;!$};0p>LnJcqF}}
zDBfENlaSSP7fcUkdTt+d_rZf{zy7rLox$Q~s~2JO7S1F+rgo+b1N2_oU3pPebN!Ns
zJ9*;4S(rQ~y-&|}Ukd9yt9{Y8SJGJRsPU~RhegyTwU1%2%u024da7cf=4}d1oR#QH
z^$x)j^R<8|!sq2?f9KzkB&DPbUC}T)d71f!AeQ=A(RaUmYz%iH5pq)CxvBD>n2JLF
zjDwuM{{EIFj;Rs{>uQNaeM%fOEGNH}IT)@MmejOg9GPYh$Sw_(l}Z2h8wpTV>&iRB
z^CL^{s=Pdvk&JC_qL(nvc-d>6RiV9Se8LNQcv<H3qS6vh_S|yJ8qsrQZ1Kdu(?`#C
zmIk-umGsUhWw}f*w<jGN;EQ^rY`tf%Q4<F8hu4aV3Z=MYR=sLknjt=yVj)p|enaD}
z70yH%GChq|j!;QY$mVEyR*69jb<Su>_Q}b{9Rf^nVm9j=UefcB0^6waHFZT_ro#+D
zJvgDs4)&#=K7QH`+L=$6gRVvP6l9(Llz+JR#S^ec$^AlBwe4xmre}R)HFl+>|J0mG
zp<Xx}j&z@QX<S@Ac4;IOv-*B<@t9R#x|~Gzv%2$15&Pq1Pgd6YbpQ+82k1^#MldlO
zI9;g;nT3e+z&OWir3L1RWPPtC_g>D_OOVp{WNPQD%kRw^6Cl9JNDAotM@G4;p3M5!
z|C&^63~D;vsXz14CP11Egt9n{VV&+)G6kPJ&T)M{yCo&FHh`HOh$C#<bXIAFd%Lr9
zef%<+=flM;l!YrsYVc2`M2C@f(#+2`bALYnalU8x+p~TABw1PU+EsSs1T`jo{*zBn
z(+6H6<gr+(tEoPQhWo=PoZs&<2i^o&99Yh;YBhC6OI@akgf6sZ%UZ=om3Vn!zg1!3
zL@IfmUqEN-F!$<{md-FZI4o{&-nxuK_7|d!3tT2h!MVfSdX>|XF3VIErqk5TS#9Ac
zFJePgn#9WP14@}Wd$%#6VdrQ4_w0eIiz~r{kFP#a&wYMWZay1~J}h?+-Kq+0xx<k=
z!-z*1FgSF&H}EMn414nGy90HW#IAQJMw5B)!Q9$_hv`SV;fb~vJO<o3uTBbd_EtNr
z#X?k>z8YeBZLMlP%gFRY9Ery<y%d@<G>0lhEo;`0cwBt1+~Lsr6(pOlv1Xd-4h7_A
z7q;Ra)MQUle#g^gXY|Vf351Y|@ah29brCC`^SjbQOH;L*{P3sSpDjO7zHT`-1JisS
ze}uC*%8)61zD$2+{~bo&Cxzj2zU0QJWKPU6m0%G(oK$7m;L?SpNC;hyPx0_K_9{NR
z)Qio=tj}@cN1KGaBk%lWwZsyP?Oe6XZ?(63i*AB%((?f+)`GFxL#Xu6!&<7agmN^J
z+Q%xsxumyv$OMV1FMi9iOas7F3l9Ue$DXc7x@_rBbqEw25Uc2IR1=g^8vdkgW~fB!
zPC*-r7Z%HkL4k1vFUAyD^YX%C?L;5;(kEpQuJ?t^_3uG{|9}5WPK~>s1aWGd4f(}Y
z@|6uwBB~et0S`5?2w%xR`|-leQ2GBp^r6;D(`W9~8`5n;uzsZvRF*KIFcP!oe&738
zcO@ifhlYmG)Wu<drY0ev#N2D1gzbB#Xl}>6pDDVB#oGAaUgK|-JQz5TS89zSdJuGV
zuDK@W^d|xw<ud}}0uA8haH=zn=#w(V4%yBK>yU281jxk{1CA!>$`_641>aoQM0o%J
z0nNB1^BQC5=;(OvPSb)!L=~Vbf-6dhn#V5{x<cN{WBK2kBR~QwqRg^gw@^1%a}5AV
z&xPsqauu<CeSLG(65+_$SS|7dKt)=1|91~?S>k?&cX5arQl>_!BPw7>JfwxovOn};
zJU0P-Nc)R?{m&MHsX5wb<|g^-lmOeow6CNa{-hP&%o4gCG2QuMan7=ZY&&*MQGRi0
z$?f*$AFnDYNe7T&JbZk`oj;WeJ3F!0muIb0Q}kf1_8(TIr|0Fdy{6#8fVlejPzxm|
za2R1B^17#9;VEhZLIgBvK$5UMQHF_rWKkzNIx*+B=0O+OT4}<~fFOKe)j<eg5WC?|
z%~Mia&-@Y65%n!_mVdVa>UZw<_yD(SFMZw$DJ2Em2zsR;gC8G~Z_oae;{VEt7vFwm
z0nJ4}r!=+s#<2&pabGx|Vo-<U>IKPz=XXv!JXl%6_NA=^F|p+NFyIrk7qb!f@CKxa
zAC~Rw{x_etjnyRfzcvHbySc*_bYk^T^DmG+pl7HU2WLYY$xxg!>5dUzH}=aL?NWZA
zI?Wv^l#~W^M8d>=&&U<JjN8CRimK>ML>lrWt%qf@0xuEmfU_)i@J!I7E#8VZltLM7
zrxFke$G0!}NsVLfPtYH}r^2EKB0ItJ?<*@9X-o^-zc(Zh6pjjFz_v*))Ct03%QR7M
zLhw$b0`jq0Kai3qTezTID>m_=XR}#iNd?OU4f;V}qkl{dykr{&-lce-#koFA=Fk+e
zG`e+C?Ye-$z`(HoTZ3QWh=m;swy@flj(qzz0>#N`{QWK(k?gFbjCiZYN#1PMeTHEv
zm@4q<*w(b(7Y25IeXNK+ijWrLy*f5vfI(@U2M|L}{f~HQqE6fx@MR6~_!DdwX7X@0
zwgV75ECI!heDg-BGma6BGXh{J9GSz3FD)aZSL<mvQvB>P@xpfbM5l`ld0quj4}Z2f
z0yV&(qJb|tIXS>h0xTPxQvw8y-lT{MFqSIr?t)`QPovpX<L1AXG=x3*s#SLidOCo<
zR<N+J_~WL~<@5pz4sN1B)yv06RZ$TGiANWU1IR04;`+*T?Sj@2C?*8*tkzRurq=6V
zqaeFwV1NW-AwWY)PL2uSCBTFiE>r4uv4P$7zYFdMxLm@!cM$-5f&=&yO*8IHRRK0E
zcz(ubt{v33ufM<SvD_Lf0$3BF>9c3U#YA{`O@LB@Kz#OQBZq8zzfO^wS-fCGT9g0}
zbo20Ny}CF$=o6chFBo0`Kqs2I1(gOC<ot54vCRL>8PWtkaejL{<E1Qn64&@9FCGcn
zIM53V$pJvQ?eC8d|Ez%~MxNVJ2P6c5bgPdmu@*j;I@$rC<NwUbA4PEb8jw2^G<kYY
zz}GSVzAiUbVGavK;}W7BFUWw6kpELZ_9V?5@REQcY+%uSz)}O@<_^H%U;j5QLW(tI
zG3>=6<-HAopm|#W*!|#DCq3k2Px7_6a~h+i%7TahfGQd)2Y~MbKyo`8XRs`5^sd$y
zhq6rIq~ogrh96D&1>9V$p&_cxk<a0Aj8cmLXRmx&7M4(gwpPmYv{GO=Wu6=QXdE4U
zVh12Q0Z1JU8VQ!SH`jw3o<DfaNDr~W{r$9j1iiRe%SKa~fW=yPZ)o<Apui09#ZRet
z@GkJnjX^NEZ2R=jf-T$d-tj%9f|R<isE?GGGXwQ1|94q509P`hDSzLr9vO~H0_Wno
zQ)xenrYwPBN19aHPkvET==#9<8c4!rn>EIFzy<<*9u9;Mkm2DbMIHWoKcfMSIrZ;#
z$U7RPhK_KShYuf~1Gstc%VVDPlULQXwTk)r&CSgU?ER6{#Q$7W3u_thn?SRbfrWx=
zVMBmq>r!C9q2^clte@|w_YJHc+K_ofVF>`Xhd_Yfqmgg`5-*(YOaX;e1v>Af_Yu4f
z2~72}ogKsS!K3T_R+9bGQ<X%xGMfBHW38aJjmpl>=6g*U5pYM(Y+RnyF<i?KH3u;G
zhK2^CN_$G#>*GfTg}P7xe1CtL2zG;ojGwnTsO)nH8rvT!)WahtRsmfdK)pkYPA73?
z8gFl;{#3cdqqh(Y7tr=Iin~G>B|YV%i5Xq@=bJOW)Uqt&A;5uKskviqLMb4}_fJlg
zL7lj;u@M6ZITjX{`P4&Xe0(P$`p~pELRtAah(Z$$fl?WnnTaVWNU*8T+mJA@CZKiH
z(hzt#zq*>t#T@H+hhrIrmPATmRsgs~Z{6dsPgub$1u)FQ$6u+WrKPhZ;{i^0{`W5m
zz^XujT0wk46ZwE5y?ghrydFh`%N!Hpop(Q+<paNY2ViS+o_uu!Oj*EwGwzSt#|m9!
zsR-(A+I0LbzzPE|BMLa3w6W_1IP1BlA6k(nCuu=MdX17VdJ@jmt4;<3So-kI*oLRw
z8k(4;2XYYw%p+CECa0@kR*{K?jkMVetmwL@B+xy2{-4KWfFwk&r>@DXzvB#@s&ZNC
z&y=!bBMD)<mXwfSWoO3$76bWaX_c#+tLVE^ISzqbp6x{&Kk>X%^Y$g#Gv2~58Q=p4
zV4?zeNtxS{inxRX;5@&XRN@14S0^*Nq=aA6Yct|(E|?h&(u%vm0i5_6z>yX}tk%a%
zm;tqm3A*66gDhaBtW)EW(Ful}_z6UFFomwOiDQQupxNj!3*P;|V>I#$Es@z=B(W;t
zpryA6%y7`Y5*;@F`|rQO90g2BlPYsy1b7Sps&>PbS?5^Mk;m$hm|6McTcBId0jUiP
zw-by>M6a)}+w`mE4FOAF(PBZ%W`tVNlRVFj-+-u(HgOuBf<-t!7scehu*dgCYBi35
zIS=4(DwdY;<5x1pW<Otp@rys-fp;2y><dlNx{79*fQeEjL_}brH3~rX;UHadcmMvD
zEP|T&H?;lM44Yvxd;Bphf}#DB2Md~q761gZX`MF_hjxZMuuZ*BnzT=;xPW-T<sU#*
zN?Jlb=$IL*f`k!R8VD8-z^D`!Hnu{(ey(+2nyZ^z8QNL)1hztve_b%%1L_dux)UQ=
z$D@YkU?b|U0iU*2RD~YH0AOcFvNFD6LpYwU2EweFxNH*dMRORoQI#{}&DD_(1)m88
z7)=72q6D1K@iFjfskT_dQX5Bh7Ib<9A|E<r=Q>V)hd|`y8Y>#H7nGYFaoT(krK;dH
zBK9Mo7cPQ^y|<@p$RQ;Jv=1z?@In3e)e@W4{5fqXNEA+yS{y^vU>=7#=o|`U4vpcX
zIBCNe@mt<N5<&Py%Ox2lWn`{WGzy@?KX_G04@D4YUn5V)M}nz_j<>YoAUkax8iIj<
z3erU-pfirfK&$A{kzYuZ9Gt4?mRoBbZ%+z2oz$Q>zYFE;x3K=R{nU`ROfq!-r`w?g
z1vY=`qfwmeQ&lBJuPGt|qN@+^Pv7=oy#V86>tJHx(}dw-=)HQ|uH+v;=!Kx4b#pPe
z4GJy3ZeuUhDDqZ?$-tA16-rqV=)8*mUtZNl0Hk->fe)R1q3?x5^cn7dkHGi~$RL1Y
zyp*&7>F)TJ0s@S=L}(ZEgwx@-<iW(u&{>Z87Fb^t7}z?WyS<49H1Z2^YDUIbz@RUI
z38OYJu;dETR_QPKEH7d~J#nhpz!VBJU>?Nowggrs-G%@^LI!ctOi3@r7_xg1SJw{z
zv)$+5Exur=MXw>?LUr}t(+zyT$bX5vIUXL2m75zMkl(GqdtD<UB65IAq2~vHqPrch
z4+%rT@Cyj?cY-c=#5B`IiH=tLl)gSG`dzG}so4hZ6^Ip>pW=eUmnD-UBLs2Lxq+fQ
zAr9thf99K~Rn7`07T-$rKZ7YT0^7>?V$_EZ)S`|P5QtG@kj#^BMxh|*D~Qyn@!p|B
zj|_n{D+3@nWqx<U_!51no0+<)Wxjw^-nus>(GCk_fTey%){av@h`@YJC)j?y#-PCI
zS}y`nG0e`+qLW9UG|to2P#c>y!o0U2T3G;Zf`l9_b+%dvEN=$h!9b^=*Z=WjVL>WP
zoIb(Az^4NaJQB<g0sYJa>^G+#3d?#RiwGAN7d@dwBkD*4vPAS~8OUxv#ab|_oU+0W
z@!{y;`LF?&pgIKF6JUTvIGlcOeJBsQ-*yh<=(%7j7*{(~J0OjyN7RFS5>!oiO-U;o
z<31n79!W?_whRqD;Qw+DPp1u74m)o%Q({RaNRZ(2S7KQH=)&FcEqafX8^*#C2)gdp
zTEzcLuwft^n!(UzCmdw;GHf6<>cU3nhY0XO3oEp}0fq;><)4@R%d<e?`Y-!h#sEK%
z`Im3q?IX|tiI_L2#aJfj;I?nSzYnnpMqhwPPboBs3)*lgy6p8BRJi{xrKsCn=pOOK
zbh5tqHOsO%+RByixM@b?bVZyK{^^)1y3+u)nMoSPYdMNSe=2EGOt9R9<|EQ=d~{mJ
z%Eh(av9$<tI9Nmm`qhqV>i9XFA>|%s<KV4X0gd$=;5=-i&W9hkR|p8qFC>G()Q#hx
ziaWczyENda4g}M~oaC?sk<XvW`k$4WA6}13!r>SNI@ujyibXI}LrqN{3?zc-9#=4=
zs+ldz2<*BiK$uKJu?v$Iq?xB`4a}ivE!;mmYysV3p-gZr#{fX}2X?>jqRpu2X;nwW
z9rF2|9U=%Gm>)xjOc0Dg%!R>N$A`8qs?^_CoseQZP2k5ul#E+}X+At6qCVFvkbWxz
z7B9Ezidwb}ZI>U_z*HU(H877kWUDE~46KKoLmOBa8yM5GFJr^2(X{8zA%(atQEn#$
zu(E(5lp>Q#MNr@ykeH1k@j%9@EtUOv%^XzKyvE<LfX0E)2ZTN}FVE`F#cN6)OAx^z
z6Vva_OtDzS2I(QH>Y=BKq`D1YastGOci=ODQ-BEDdpM0Ah6VL5I+I1aFBoSi1IZ(B
zG%9dU5#{AVXhI+O>H?Tp3SPeZH*Zx1t2z1OCRFToSnD53`GO0-XN(G6dWVrA(!^kd
z2A#10g~5P<&;n92O!SlwsAj-yT$#(9Y;|4T(#g2F4t+Byd7E-@$qa%7g2Z`CzQXY&
zv>T`sz+PF?W%|B))iO873;`_!R=_igkl3^1>2%ma-r93;zQj1J<qk_&>iYH_*ikrC
z_bcSRkuJ8>Kd(SCZMX0chX6xHR|S-E-*CpRu`=^Ov7OyDZbItV9>0|%QGp3gXrGLQ
z;(4nzWFx2}){-f=-25}>(lSGyfB}pDwfonAqS+=Am%uQ&&>`O@1^ygH^x&=sr%xsb
zK>zPzLwMD-7#r|yys#PcaI<LJH^}a8NVw8Jqh*36P}9O$9t_pGRV9?KpQy!%HI<a2
zqZa~eS$XxZ7ie8s%+}Wz#{>$NGXEDe6&1!+6|#I@UmW|-i}(fa-<Qvnl>e;n_bh2G
z`W?mmx*lkC#XNlU#t>0INga85g%vT~8~N*w;w~KH5dP>JO{o+8{@Bx|>r3gSOX1#Z
z5&*bMJ0Sy<7mknCJZP1oAUuZFRbw?81{9>^R@VWiyn{K=Qg5f#3Tq)!vX(kEsM_Wj
z$pN>a?++(J3jPlolvEMZN?6N{WE5DvshHC>N9Uf#PH%tu34xi1J!2GSyeu_!r*)xK
zXV(1^A)65X#^rt(1jKASJP0v!Q0>;)E_Tq(#RhhpBMzv^&_^>9rBF~j7SxIIvtpP9
zQm#)7z51p}Yq4vZ^Z0A8olfSWw`nClgw(;ilkr_-ZAVW?o<{NGr=;!##<Rz~DVm@e
z34jvJ_srY(eXhhCpMBsbdB>Z2;`Qhgr17eS(IpgPY^mG^6A&5kO!5KJKJ%3hnAil?
z^*8&^b8K`#Ar5hIX==qReA4$y_Ab`>I$N>o&sRDP@r+VnaJ0tb_yqe`GB$b^pj2j`
z+_*7oYSHf5n+g+)4nh`DDm87K`(|KXB5U_g#{8@dlZ3Ey?|nU;H|p3GF4+K7!Vb~P
z6a1v1jdOD*cVl+ELr{NA24NZ6ju02mMdUM7<0^DTci}A?BV$*@2D+1qI!&rp#kN-a
zm;*D@>3y!!q8E+7J?+c{&0@a_yVh)Gm4c<Xp6-}Ftvpp5X=c)<ym%N})~@W|)0a{W
z%2-?DYl*rShti7cbIf39Sk-)Q1^fI$=9w|1F*Baw&hakM_Mdi)3uGo+HeFugQM%|(
zx1E^d{12Jno5`Nk2beTsy9ag#+@S4jet&w#I0f2<z>Jg3c~#kIejjguhrbuEtx!Mo
z#zFdyj?R2RwxG78|0{RgD{+<hRc1H~YbZyF2wjdMwnJJ+>}2sx&QUk8)u!E<>C~Us
zqCOcLZms|_4g7n_X(VvO*@*#5uYOJG?+ym}rE6VXEqp9gRlhcVnd~()15-vbwQd|&
zlQz5`b>R0RrB=SFa3y<iQ>MRV5+&L^G5zu8&8Sw57CluxE?YQ5=Va>If3pGP=WERO
z4f8>{Wg6QO>GTL>b|T=GKmKTj#P@s<$_8!mHF%aaUxYSp{ZapLYRvb=c?BlEt3!>B
zrSTFE+>uHiFpxYp4h|#OzrCZ#^0`AYV8)mgq0;K|Tkhuk-1Fc-{$x{nGbVPWaX21F
z)cJ+bRE9)T<1GdzE=Fi*>KgHP6u2dIg5aAwj&uEt9$RCMPuxA1ZN~En_WQ)ZSO+gd
zI8NC-M$_n5$E?dsm-*{6zlY}}a?+P-ce(DI-}ukBM0OTTRVQx!wRpNh&H=go9@2j@
z`I<apEs|PMo&vIW_ioO_SW&7@e>O?|8B;vr4Ue9lqq_RTGA0eJ6)PC*>hxKG_G;Cw
zdGJcr@wZKzTu0+9sY3losc~`+!L0bV%W-LVDH2Iq_GM+0btE=6L6?RU0HBy(#iSnD
zYs5A4i^T37O5Dp2@Y}Tr4-1*MaA3m5FEs*I;~@=6_ZhJVgt(S%clQ`5W2zn*P{jA5
z@+Ku95Oz(7>{Y^Tu^D5b$@^PxH|QrFTpYrA8yd#Gytj&xAwQf#b>vq5QgOF!fGGv<
z{$JsnZqs$Ro_qZm2LjE_@~u%#uPLXk6BC<KA0bH|wyk`{{}UZV5WO1fm!(d+O$7hd
zuTxz1ycGxZUdXjFB}Im7+S(9wAjF^S&1K^d(IIe&8GK*JepQM4DCIB?MoCOav@_L@
z`=t<<r?6DbfZcvZ)J$E>tJAxZfoYuZFf~0vo0NA5&$Ih_YIup0y`2p=X?QG>-o0tN
zZFgi(+o|Ily6b#mq@|Je<NX27bF#%fJ5yusXWOjmn#%(!YyewFQ1X!32_p=PNdy0K
zp$9aSRpn}X3s^;yySii6`@}Ae#O6pJ7s`8HxOaGh<(dTZE@!(iT0+`^z3GPlWf@u@
zLJWU0p4w=;qfJj{=~Q4hj6B_4@lTaW-#a^ZL&eeyt!W@UHz|e&<c>s=kFtaN{bFen
zAMB*NxHtHp9SUivvCxSp*!HD;+Y6qPMW4SbD#b*RaJ)KsjN0FSYv()z|6&l64GJ*C
z<F8~FwS)bBq06ySp7n}8s1IKcg{UG-RrDw}K{0*r-aQ#EyB`%Sa|B(Xn7Fo}lo<i@
z{hDjw@SxCjp{2rW>j{{)r@P0&At#vK+8U+DAb&jebS&I!lT^h1#r5<jBC&`0>IgG4
zM7{?3d+zsoo=7ABCDz{?iWe1d4CQMC1oSh=p00cV(=<ppTg+<z%LlJ$-t3dY0&it}
z{v%;FFAD?A$olfb{=F%en46pQ_3YqkrMdFxp5xQixxEGlzDwio&9r=tn4n9(ElIiF
zn`^}GE~4=!?Li5D!~D`c4YJ22+Mc@%Z@ND|oK~o-JGu_I78#mvMo2RHoI(m}{67?`
z!KiXCj$&F`n1Y!Js1M82#o}#eBpouV99a*K*tm5=I60A=>`_xi!NIb@+cZOOX?aZ-
z76SGlL#oVfbmrzk&A!z|ycf5Z{E5-@sW>FLhH2a*zwM~G<XnEumXk&>%tum_!ckxz
zU$4%4N02c-Ha7p&$>tCku~+Cz6Uif>zW+kJgcE<`<dq-|VTJX&F23K62x|6c3^CI(
zR(CgT`}3Osl-TV25cq8a)6ZjRn)8xI3{Z?x=S~&YT5x9O-K#WVR_;epQhl4FH4oFp
z)~@Kp*y#jVj)<N$^k&-ExKF!%T1(PFelb|kKKezuTfaBEB6*kH-Dc`DxsNSms4a$<
z?(&R0mRYC5{_*NzuQf{U_O7J==}_!+(Nh&SnZUI5E*Q9fB)8$JUQ?3M_Xy=04Ql5%
zmuDBg`egBfa5g`LYFnmA6I;_l>jeYs!(^S<(CAkLn<^OqRxq4k4n@i9`wQQCT;{UY
z!%2Lx7Pou(p|i7y(JyYat<fH`v2?~gZ(hS+$FDVV=&T+=&?7nn0W*>}^^UZ1msXwC
z+TfgSF&WCnb+$XKn%BGh?RDPIM<isl`q|UYVHRv=c+iJhTKS+jdjwhyg`iR$0d1a5
z&{R)*xLGw9)T1xoYb}J0i~9(Sz4IBBhJauHARpyv9S8WAN8nczd<IQzgOimH8?Q78
z!Ng9$6rTyH*Sfst&i~YP-r-dK@&7*uMaV9aos}&+TgNDwWn>&XDtl$G%w&aR&!S|P
z5SfJ(Nji~rY@O`v@O#~#>-+oXdtKk_a$Q{+H|M_J_v`&W_xtgDyv#mcr>Ae+T;Hto
z4SVbAp-DxvcR+voTn86ahz0y?7jI4?tK9J=hX#6=;fE(U6>V%3I?%CqzgyQOMcu>g
z`t5Cu`EL<4ON_l7KgoP%J@}Gs@itFUE;zvEsaQB6Bd<ZWa)walsK7?2#=z90wm8-1
zaJWH{9|(6U#53L>B$lZXOP{f9?Z1#W|0NDGE*^JqiAm!veMP_CD-Ql19-}%dVQ$RL
zNAL3M<ABYc=e-zLe0f#u$<thyy<^Klf{SV${3G9nKvC{aw4kDG#aq4mc%i31cQ4DX
zJGMXHvBrPq^x1&0RY9%@orvX8+QW6y1zNWL9XZHGhTtlH1hC0<xM*Q+R*9q(6B~TV
zfE%=5e@?<NZemGeHkQOJaRpN)6ZrQKc4XGn$YP85!IGkgR0PY`kX-Pa=z?me7#?47
zeG=jbXvs4)H0*JfPTgozs0KC2-JjJqCncT?I+cL(=9-pP0lqV4=vlc*qu0`ScF&gt
z`C*uyjCpyZHBqeco(rL~Wbqn@`~RfPo>Sic#vY_HyQsxL(*~s0jul((%@-ZT(Ng7&
zGw}&?{SY(aIyMwC1k~mnpI)ssM#Gb|(c?lAuMltA-#v3J-P>MIT9uQOp6hb{9*P-~
zaeg}JY<r2;W#V)0QdR2)OWdH=_xaOYjEpNeuy&FOl95^2wF*w(%u>pYB7EavJM{Bk
zU*F&IUuoO;h^^&5K3d{qTYkiHRnk{za<!A2XFW*Wo@8Jgg_--bLG~45-wOF_eFGSt
zYt>;cqg~7Ow@(|i6Dbfu;xr{ZgOS31h!+z@PP;VJvPalb_y!~(|EyBJyl-01hd8G_
zI<8Cfta3eDOp1SMCXLMMb3W_en2vC}D4miW^3A^J2WzZ173Ragzkj`!QZURkTZ>1#
z&9H~pOhdFGTkrBqL)g5&1k^g;dQvW26cBhAvWq8Wmh<F}ijFpf9SkRUw0#q{OGjZ7
z^1>!4L>Mfon=qIc8089HX1Um&zPQEgDEJR&lQk_JeTsO>Vw(sTYpk&-pV_4(r%p2^
zm+RbIiZB(?e#z2EW9jsNUP$w-i#C%@q55n>Y;#Ur(0J_r_SB{aE#}NMbNR`{ia2H*
zPXHlY>!@idoaQ@k*80W4M5|b;RlfZ>KBd;Zz@o=dvBttY*Agx?(Q3^W1&ak-RQKM|
z_>o|Jo%^LxR8MCdp~XgcaBLvfa3(H|p~xk>QQ;fC%Ms)#Rf_D6X<B}T_l$=xzPXKI
zKh5bmOzSe<<07>naWuB6STq0_SL?&Fg3_&t38%~&s;h$-(R3bW@u#trV@JW03wCIp
z*bq~lzpI>F>Ut%59QzK$gDaD8r_A;TcQ6&nSn<6yPFd`h!tlh?EFU~5b2Jfga}O;N
zb==sxS`*Zqqii6Q-T$cf<Tsp~THG6EgX`_J-uM3oHSHc=Y`WDzmAmeAy?eq+D-cIA
zM14NaxZ;A@k?`R32L+COC!s-kR?5H8^V9-!wCZ_z7^=$>{ugpa<^Ggp4s9_ot7Fzv
zFmrvkbTT87HGi6^+{E1Kata_{sL0tq8OU&dWlR-=A%UmwQ0K4#OFSjdpL2oi1Kv=7
zfQL;5I0AlV=7HxN+nMUbwL#7Eg{4pUy=D{?>Z??0124*QV~7P*)L&@58e(2Q4y3@!
zhhhxV_qBu#m>WVU_^~Xr3uOE#9wL2o32GLlLaa}Ydh_gUkbV|3$C)YbP3fSJ1FAvv
z7T$kfk2@puT#cLW2~@+%<muMbR*v>MA&cn<bO~3z7Hil0Lv-?E@}y;Dm0~?r@BDWC
z?<)AMKD@g!+5Lmy#18Yb?VS6(YS<+-UoI{A>)65lqPChz8-5EqkK@2pg7y@j!~DK%
z^!Sy*WvdHCK@wff`<H`Oun(l=*iw$(s4&0JS2Ibxl1mfw^>>A}C#e?o?!RXAN(zp4
z$MAye<rg$I8xb!$v^n^MdnoxCt2#!;(XR8Riy~HGBD^H`<0ZqqoXKLt)^HOiKZkuP
zXj?tH<s_1$b{+px>xC&X57ny(!&j0WtlAs~t6`6KjxdiMQ7bqn^qDX^QfaQ?a<WHe
zjt%Nqb*%?GQ~m+UY2WRcg5$58IrE6*xJm5sN!Pb}Tuo!;Uk~IWrcpkI0^V;$+eoCY
zKYOV<c-O`lH8<~4W=*0>Ow>NRNX!__|9Fau<4k~T_!QZFOgov$QwoNdQpTy$I8A)t
zL4m+hlA8LklgDilft&ZEO|}gA-vp3<t>x4&kz8B8uVT+&EvXRf$D~?~#zdltPg=v%
zC3g>hX9Z~^-;IGCqQ?^aOiGt12^mg!N3!t2cifN1Tl`qxpZz+X7?!O>!pz<F2cLw=
zP}8@a!9QUpr)OBSRwD{h{h*CXL>aQbmiD;PFxE;WgCXKznxdp<NhuRX@lo^nH89bZ
zuRpkAE2&UidEw>HKCv>Ef^X;&bdH_fR2ofq!}J_lbLFpPku9D+<YbCNHdp#h{TPk)
zCJJ_$HnN5r3g7RZnU-8xd-$F>>8T2LF^WvZIm(PfVk+>Ey`+QjYQK{H-YzPUil4!o
z$&9HWoHlMPa<GoWo2@_AgP){ymWhFUk0OlXrWoh<Mmovpn+=(rc$5S~g@mnk3uV$2
zMeJV@($WTZzh@+9ea>22ZCP1VUW$zM!$;v};+)Uj9oojvm}#<-=kA@33vs}wyED4(
z-$Pkghn??uh>Py+V~i>$!qa;)aEi9ZmxOibFNNEN9-qvJly5LE73^`27{!sg8+D3H
zvz=JUi5wg!73ob0GbU}-{zY@Vk*(!ALZTbTyBi`;|NQdlg6|c?no<Qr0$&^D+iN1}
zEleuIH``sls-CW>BW8K|BxYq-b&=(bm|iZGOCzd`)o1PJn^W)2ThTsCXonu_U4Lf0
z^lQ?B&}zDnZmOwYMqx30`mdSvt2hgOtYsyKp|H4(y@gsz%bpv~!W^PNJxJv!JejGw
z<LY<k$93y3%wNyDgnbpWUZR7KG8Xp8bL^KXZ>ms8IuQ@Ic8C2IB@PegNN0B1MC<SI
z6qty%jYMTz5SLxniTvH+Z{0=q6{HXbg9QzKWoEC#e*bbSXrQ~9p;q`?9QECe1Cl3G
zsvPFS)p~{dOPc&KRVY3^lxCvZmLX4>XwHMj4X6Kx=wbO6ev|+CwKL^9hDreY;FhJ-
z%~lIE>oMEUcZ`4Aosx?$eAi}tAZe!W#D7!Ugm`&WrA6@}<HCmz;YxX^v~twHzZc4`
zb8=uQwzA~Is@TOgDfnepRg4O`Z-z5|<N9hy>R9%2CyFiul`g;{pd&D~e0naoUH^;-
zrBVKbN=8z+UAKyc#Mea~>ka#|Yp;nfQ==~XppFtqL@bGXSJ64aVchi9b`sU1XZUNW
z8+=)vMi~}!DVwF3Vy)UJ_M}}&%v#ZHtYR|u&y0v;<4*k8MOTc4b?nFq)NHC1Y}!xl
za#8tSCD*Uv60>Dm^O2jfw#0s4TqJA8o!Bju6(#y(L4W7oy<b77pm7QgiGoYSr+VA0
zH08d3ZVOl0lvZh{V~O-!GPM39i!GB4lol;`6o-yJO%E_Zw)5!wJb8^oW_1(dYxHki
z>=bu#=z0aYMZb*(6TPBh%{VRm)upAOSlc4G+>FxUN~=<71Dr@sw{j@`VPg{i?{G!~
z3!%ZrI*dqvj_-l=Jy@I4rVFY5-Ld+&XULKA?z};rN!(}NBC6#*W*L+1DNk>Xjm<eb
zyN~wGh1%ipo_S-kSc&VUQ7XUe(=uOSE<NfZHxnA83bhhr+Ao<p-V4%$QJWaYfi<bl
zXwUbPRSUg;S^{I0n6KV^D`J3G!#umT5uC)P{`xM@U;+Unf6O6Z@sz(n(%?7*lP$Ae
z;vKVXflIS50^l~gjy_|&j5DR2qH49e;AtH5`;KnSMD9!H*cD1>ElOQ2;~t$XqV0^k
zeVy+&E<^F9&=>{pOKbuzfo7fCzgPp~L#UP+30(Eu_uu@vq*{z;&rMY9&Wk4C{2xzD
z=9ig@V`DZp`u+&PV^DeXN9Vh@#+x%+{(4`=N}fCWF`iuKd8wc_jdK@;a$FugKgQd)
zhvu5M*M;8`xi|yoiO&-%q|~+dAFn=0Y{HycNoKqK*9j{qZckQvUiy)x${VwlKf)I8
zKUcm&qtoj1!eYmRD9)C=Ru6@pi-6Grw5S3l^@8rgPjO##$fnLVFTBIVrH(ac)+oW#
zEi5GI`7%CeFK1Xa)RFAwUG|+Fu=`l;n4U`iw*8lzR~7)+>W@(Gn(AG@xNNxl=gQN+
zxcSG|d#3Q}zWLjq2e0nCVaMGhJsYL&dA3M9_cYVJbF(U<Rt{PVWANphcoW~!C6s4Q
zz<C`+MXoInaE)G6r|^l**Uw=EQ<K}403xYhUmOh5@sq`UnappQ-~Qu2W)jtSKdH>c
zyub9W(a{UTs6}`{m7u@%J18Gj^-er{FUzR>6#;e+*g1$E6F-gP_iRIb)63~OUW_7l
z@IJ@GwSRaYJ8}p{C`K>{`HsAKb%tY_fLfU?H+IOd?7Ozyg`o;HsOESFQ*l4ViLC%E
z>+<}^Jh`RGh~lE3>Gf__A$6=$4=o+3*=CK_CW9Sy-Z@gg+xgg4y_hcCS6(vYHAmhm
zyz~2m?du>p+)jCwDgVEJyLHBWu2t}U%=1=D*5(`VB(9&{Uo;?G+tV~CKTDAi^;O^Z
zqKMh|Cewk4-mc1?gY8=;x#qv`;8XP)hFbkns_y&NR}SoMo9j+Cy^%Vsu~RT(Qp~cV
z(MYN%$0xE{oTVL%q6k{qa0rR>dkV?+TNPIMgRG-Yv#TAImO^7_v_fsx<#a;vkjGO7
z)gHdsuvwb?N9V3&4CF6R;l(-iF1hcBwALiC+)?!17D^HmV$GYguwbdW!=xbV<tS%E
zbiW8!>Cq%?E}KJ2d*3>hw}z}`Gx3dAYf$Fot04&wuKQ(AJ|xA(Wol}7C$5u~suG`-
zRaOo;z`lD@=I2qAF6jRSldm+!dHci4c+mLvvYu<PV&E&H?3~YpTSEU1WkhxVOe%Yk
zrQxtMK0Hq#vy%EjBABJ-`^|f#`8l5jKfHCe5kJ6_77Zx%F?D}(uCG6QBAm0j+Ui)j
zsi$l(TJ&{e?pBHLv>Hazfjr;pbx(khcnV|KHX&o(H23m9Ryn_9O@CEYJy!|U9v+N}
zXRNqgw_yR#?coY@=at3pag)hI-2qL389HpYCGP(_Be;?6v^?tE^s^ylGH)PvhP}`H
zAj8VjtG~bDa%QE4jlt4brhIz=hptRW(EPRN=-TC@-$pBAGt;qIQZuGzr%qXfw1(Vj
zl`@Cq2)@v`kF}(fFT4Hr=c%__n+qc(XU_G;?<KPKHIx6Fy{a2H+f&>po{hLz<We@~
z>U2}HK2gwQh%WrJS(3*M7RO~tJK(E7yS*}PU$%HbS9Q{aK|1OgyTgf-wWxrA+pHFY
zYPMV%xx;;GhIH}e4~S#J*Vpm;pl?klY#;7e$i!RkEVjq1EqunO*juoKW)KmxTT-j`
zTtOz|SjHd3>{46A)Y*+*{-JTtbw<p2rG~TI_q`{qz#(|QMbIow(YL7Be;_%MWJ02o
z&X8p)n7`6;hV^KFtIyOui7m%OpC)vB$I<O&RqM&K!nOmV6j9{2t|Sp#yytlZ+j-5x
zgeZz;xf_E;&3#s#(LdamP;M(Xi%4P=TLT&Su{q<{;0cTSYPw+QvPpQG%EYgdJ2!l_
z-!$wEzsmG*?8=r2hfJkXu-}Ye*bcG(+!-o~R$KKS2`h^|6MCV?Uu;H)RvRxl>dybg
z<5f(Vti{$81<9=z2={cLdgSSJMz4F3QO#E`D+X=^o4WhV)z)=<I00{HEnUt_PKoWC
z*RR#LftG3R6PlFDeYDnLPySm~z7*xZuDBluS6dsOax^>H-|)|q{|JVc6DvR4-8S#x
zYDx7xJvD|Nj(onIaf0HNM~;xRd)?k3R?4xzIyhuy?DK-OTm468E?e_|wGIlcgEcd$
zf|dNv*qTU+O!*ALS+;(+X<|~P{U#s6?x@#-EL)mxck0wxTe}hGd4jg27jJe{?Q{>V
zv`mHNJ;moZueGkf(#P2{{v_LLBnpEw#k<eD?LRr0^$9$7*>8qX(|hQ<oHrqvnWrBA
z)54^XNbghk$J>dIElR00cXZf)36?uGM<fr>&>K^U`)=5i=P2d6`Twf_d}{j-{^}j=
zl8NnQ30*Sf#3}2%*CEW*`7#q6o<0r|-#Trk;~FF`yNAhZP-KYIyjb|kNf1}JNyT+;
z3NKyNou^Xbjb3n_2vy$1vR%BGqc`^{==e#ZxLoFfwCltyRqy~?o}S<L=2Iy?6E;K7
z`6Sh-Y%kSlW<4NQCgr+!{`MKQW1FLYslTMfk{6U7GCFczo&0g?ROSx4#(IRByXD5m
zT={=RYYo<q|J(APrLpTyC~hm(^e6g3cS}kUF8w_YA=d7L)jIRLx?VFMXXNX<Fx#lR
zgVU`UZ(PnRPxJZf(bi}^OQH-qQm{H$@BX(pet(2@*TeOthsU`KxOwiKl^W6?ofBRd
zA(rE#duQI3aQnV>*?u(WZc;J*b=Bv$dx&1=_&bHrTHC0tpN{z+zZ7-If?&V@5-=|`
zXe_qb@~$y#qnW=nGp&n8<eID0N1p`GEil(=tF+Aw$jjAKj1R1~W*EH{`L$0^=V$)2
z#;);n?KFNb!thy`55Z4~WNPn8e=b^2Z=&93#bP2~;jsBZ45Z(WW(a=|R-0`D$7FSn
zUw?kuevo;vYp-PTis{(Y-E(>&BV=Xv&f<7>XkOIxhwv*gm)HUc!g(<QR!1Wnbdd{>
z7&TQ;d1=AMR4k|`!o;rQpU$Cs9};lkkf3FEb8{=O>(1$YtIwHd!6uU^|4%9S5=Bp=
zmxB0Y;R7E!R_kua)K%mYhG*DOWT)qPZ#ynLBHEDr^Rr!-ocN?dc3AWJ$@t%z?22*~
zW?yzvP0~a~r#YKx$~K#b_VPfJlzO-#|0})5M{w=vplz;CFGGpvgls^XCXrreg9l5f
zfM8PL8No2u@v!9NS5=2I)NDpMa(0Twg+w@?-L+CdWyPWAH9IEzw4Fm=>xHcj%4pL#
z$Qt|OrHFc|u-N+5*G=9wJEH<dc_N1+b$>!GJ5m8VojL^P$7LUFN-|pSaO1jh$@5yl
znn5SU=R=C447=Px!TIB_xyc~>K*C+hQCnH%XUtZQSB@hc^cZ|;wEan2Z>09$CjVt$
zlF_$sD+|Hm?H5L-rTev*bb#W|Sa19<XB`NWlo`~Ec1Og<aFE@Cbp^d&K<x{@cR;Mu
zL@v<KCg)f~g#!|oOs(=l{i**f;j;u<GFm(!#0_2xQ~-n{_#Viw9kuAe%M2lcj=nyM
zEg=E}NW)38Q>#uujEfdj)6v=4=K=542h!q|MdPLAATT_`Bg}_HC&;G&lw^WuWl%Yu
zIA8@b^JzdoZm{tt4A2C-xlidxB*AN*625#=-Jl?3>WnwwmLR@;W&W0ml$x!pG(Y4a
zpo5*gy{Ay{42G7K^)%4f@H~{37G4Gmw-s3|crzgc8@{`{OW92rE|00D{=pvvj$kM7
zCujMg+D7UeL9(R|JQIT`mW7j(69ODp>62m4z#7P^|H(vX%snTRbC5;krizk8#v*d%
z<mBYn21K-AyaX^55u6$r80@YTx`Q8#@#Eg+0vZKqUS(w^;Kz3s?hU_8zrDdM?<)l6
zSdsA*IMN{;2~#>$*nNTMOd_)sc`MMd#+4Rv0NxfEKD)LHTt?xb)7t30D#ZVd0JqyK
z<MBvN1P*#@zS!^u07PUR6j2oi%|MVOae*`vB;!uwO;RC;TPBER6AlBmargk^YbT<1
zhRq}r5)x}bW|N%7iU(t7XYGMB<{ydsbih7%_l-USkKU*Ld!RgjZ6^F^Y35Fg^`dtZ
z<Mxphb&<r=FY^kOS0@0nDKsv(xz_s3OQewhp^mVq0PGR^j5P6!0)j);pRWwNn~wII
zd36cEUFz%81O)|6EiGjd<`#GWeZ6?`B7y}sdd^|X0^dTI#C>yK2Po_9sPiYvhwma1
zVc_n;?i_%}7JR=e#l^*yoR#&Ej_2BJ@8S6b4I%S-N_dq?+D|G(=P535JYjvk0Vd%D
z;C>4MhXeermtsq=#PEgt|IoL{i9<E(a}^oBfCO{`K#J4vR^LB(@Su~z=NPaXxXh8j
zD8g>hmRj%*`u%ajd6{V--I!!tE%L^WZ)C03@o?;oMy99EZm~d?=GrF5jaKXSQ&P-2
z(c7W4lO09^M$diy462{H3x&2i{oFik6(f3#dwqA9{8{bj*QFB()(hl#AK~uox&HqC
z#h*3B<34P9+Cb&x*(=rDL!Kof`tYi98+t4g{Sz1(Yg)BZLLuT-ah@q9CEUOamIUiw
zzYbDk%t>=6xOd>B{Q0EaZ7s$DOcmhO=Mq813$&6#XUlVVD#^vw;fh-_&2z*0;b+f2
zEaCtv*v7_2OGoF6y8`?~TwL6_Z<-n!T+-6g8Tal4g75^y)1!5|0A<1Ni1rulI}TF}
zV(*G{xZ*nbJ^^Ixh-eiF-+=J@0c=xtfHoLzP9%}wLHHp|$s~q?s|NIJC%DrQ;u>dk
ztOp3?^&DAR$ALUVDh!;d7#QObpDbj~!{Xy9U|>`S?RmnhD}c=*M6C-M2Pg;ldz$7G
z*amm-VxEow1uMXj$oIXIT!4lEG>GjNK7(9K#10OWGtx-_s!KA^-w-9hgKPXFIHDtn
zNvYbb#jIi98g2<6tch~>Q{_-4rGq~be}28CepqA;#S0)U)o0hztNqq(0nsf42R!@@
zU`myFzc+s#5>m51Z|V{rsW?ZrTepETRv+-!*D|%eseHwH`AT4py+FmT^awf+fNV3W
z%<`SIwCh+bFxhrMz582i9w%xPw@<Y{K(^13acf@htO_dl+x<ClfR0Z?=~9CXhi;B+
z`0D!uDu5!9BYwZ@lU4eprP{ui4v<z-I5-mY0Ka(-&Zzd(@Jpjk@Z_!m{Z$O&8pLrA
z)i0*4P30e0^cP3!_}=gT7DPPEKz(<^Z-HbYyDgY2eAjuYP{7%DfU29Aot+)dx;1=y
z@!K;B<d22}ASV}cRXn5hF7c<&OLK5@lfd_XBHTUZ!>Ak)V<HjQ{P%GAxez3#1JwyB
zF9@mpt=SbR?iFTIP+}p#a*~Xa5(D{!ySU2Jpju87wPGtQEc6dD8PEWE@{^s_)m3Vk
zvk~tOl*(ve+C;40KY~r~4!Bcbx3&|2I^^;Kqt@BoO$wC0x|Ws}cG56W6%(77_z?m;
z<j8S_Zqb22*WXe&8*!$?z~h4a-NHb=Cfsd^2N$sdpCD&|{GyJ>(l?$Q1%Em)I`iKw
zqnQZW)Zymk<q{GC)a^LGG4xmoL13YN6*&zSA@K^RTN42U;oZHxb|BwksM$Y4+X_(I
zTY{ap5OR70En%^z2+GirpawW?3jkzwxS?7B#2N`30)>D<%X%-;fXLfpcg+SQ?Io7?
z#F)PQATgc4^7;0r*TQroFxNSkeFUyh)&YT94EBEH2cBQgjDRuR-rIYzvpH$*2wl<=
zK00&FA^lpqZz$&PnBt@(g80LDzH+d=YyiOy7U<y6*#f?Or#C-Dpdyqs$|$cw4-GWj
zQXfE<;c>X{1Nip|)VKNlSTeH;=?8py*s6iAd<wv*{v(At&#RM_cE`pP!Ye>3Mg!at
z8547*3Reu$@iOBIW<;0`x_CsCPtSW@1;}m0bd8{djG|Z!jF64_+qJ#WcR^xInO3#J
zcm|?P9Wdy{z2>j~XJOVfIReW%xELKEa(5mnx7ey~7_@_xmhvp}zLWrV_LrOYdcdp$
zIkJavatqa>$dOhZ5JO1A4cDH6+O;@b&M06~`3Oc=yZxm?ILF9X2lsmz4AlZi!Z>{|
zqeW&<Xn9}<JUkL+0Z@LkY5zD=W-^E#q78S7U@9<z)r#FntpmWnq!6BpOj6n>gL(UB
zy~}wdPXUpzbAVk!cJG+4D*^ZM-$tJ(<Q6*+mK&*a=cOqjyosRoAf~2)H4p6t4bUS~
z0lV1+_2CkRA%snwIe`fpmk<#XBd?i;7P%pzM+hQL*McGrIx!?b@bo$_(r#mCby5?$
zK)?i_dI#6LkO}+h_~IlbH7FB^^%+u)BXa@Cke9TBPz(GOC*drOzP|GSA~d$Je3A8A
z<A5EhvmzE`p`oEjjX`2Nz;`<42S)?EIq$ROl?G0H1VBZqD~Kv=#F)Omx+MWsiwb6r
zT?qc9!2Akj*A6P>onLyh;&h)dJ)x$bjkkZ^A<wLdqzs@n8B<<BfMcXV%vm~e__r|z
zxM8x0WMROWVV&j73BYAz7o^-gz_ZTx{9W*YG&BZ?fJO#Tixe0E7#%^fi=L+vG&Z}`
zy)coWediJrqk&liqOhG{xAuGy9kJ%z11Wbuas)4D5HzNQebp|A;H*yst`=U;yoB<@
zFG5=iNZdUDO}q^>^=R;0=lYL!hk53|1~ACo3d05I$^dhC3~=&DM&e2|<yG?oPaut9
zY!~ZfOG6z3AM;i<q~;*O#3|}#MN^9qt9cQy(6EMp3sP7io}!OfvAtl~0ym{Pj3@En
zeQ#J;l}6PdL5V~bxd@npYyfX)fEOG~M!;2d!{QhsLm4(aq1M(MfUTRw#={+k)LN#?
z-cFU1bsP$(0AKC6fvoHbp}U7E6c1q7b2+&KZEd+A>Bf#^aXdUc8t$*MLBa(Q<_not
zqhO8@`2>h%7~{<+P*QoWrL|>Pg`DF0L_^(cf62i#6D0I-YElDb1jq)$;PNP(fYH?r
zksG8v0NiD_W#5Jz20*Q1MIsmw7lZ1hiUC4^7^*rFjcjw0M0yT5NfyD$M%GQR>W+rp
zttqG@cl;aQy>t8-bdi^rS0@O9%*YkjQ>ntufDcIn$?3WLk`}UTVt@jyCqD`A3%Wjh
zzz^vugC1c4<o$^-hG(E919D>FjYGB5AQ$8-+My!_ln^y&P_hQm$O4GY!BSPbj{v#6
z@N3UH;D^vCn6Wk~TJoEdTT}FTBi2Y@xdH($MBbmPi(Fw@0Q853B!qRKF$WzzJsyuo
z1NaQ95BPwD64EY5TwHwZ@89bZ1^}pZI!hNrmCy7o$bkh75fRaUOKcF&Kb3LAM%R+G
zpVSf(0@VV5c1Rza-@hNi8tfg}eUaI~|3BE<8NlF<z_|ZMv!wrhXF#8&_+#R&XW<0-
UKT|c(_z87YT^CcSW*zbW0H%lVZ2$lO

literal 27108
zcmagGWmJ?=+crFO!_Xn!(jZFr0E$RScek{3hYV680)jLmAV^4eDBVg*H`3kl?(x2#
z@A=mI=Uofdnz*jL_qF%g=W$Gwnu;PGHWfAm0>OLs6s7@zAiV?s6qxAX6F0+b9|***
z_!&$_(>r}P!^>M!i#Rf9<`=OBCPO%pucGMF+Yh;LY`D=oc8RBntmZlF$f5K!A4b$0
zLY1_neVw0eK8`)fd{Hxa-d#Q&9&X<AzI@<X{F>RXU&MW{*>8OyJ=L8Q7LKfzoro#}
z4L6U<rDuDHV}LCKMO~VfCV|sqhN{uSLNG(=G0|lIUvJe)>fJZ+d5juPrq(PiEf;6&
z-6QBn6F0WTi>K<{**ZEpT=r%~C}O*ilZa_)<2ZFnNxnJ?In7GLV6dFzhvE`&WWu*-
z`rpWo*9Yb9?`{bxDB$D8Iw%l)YT@AQ?Cfry`>xmr6atn#7AeQ<hE3jt82HreRo{Kj
z_hNTvYF9cUa4zny_s#eyT>k#bzn(})NC*Kd$~9>X#Kgt@+3<Q>8aCDJ=XLg)n`?dW
zQ{?IPB)NTR$M3L)LNq8U<fG_o4jz-1nE7TuCJ_<JsHiANaH&z_a`mJ!3gn|QD|?dC
zriW<ZxIK6Q-csPAPfbrFLExC!5y&vq3>6GNKR-yYM$y3Cg0i(W>zMuHv8|gRbcH-Z
z(G2{!xVY(=0fEg^UkcneI|1M!sbbOXtEn2j_PdH+7L1ge$xY47$mMIuluiDy73^ql
zXHeAx_i-d)b0l%-+_ENODaKLDTpq3QzuwXWi>R{ujqd5`IaTeTlPNl&oGO4O<UIc~
zk}eSb`7^U^wLV3x!pY9`qm)x~K`O8#rq0e;+|N}~KPXw1I#}>gWKV9p8xgpFim)NB
zKbEanyf|FhoNE;NQ|*xAa6R$O!1ZiLFNRKvRxT1hA}kEWX`uzL**M<p#~ZW$WNu;K
z6Lw@|<dH@%XKE2Q)ZbrTgk@#X$;!!%wgmY3-(7Ch_bESr{$s4@rR&v+9hC45E@fzn
zvG2o4{`U6vj{;WM?-LW3R#(IKTdwhwIJ7!|pdjY6w6e;P2}Ae3-mN{Hw#j1P=O=7w
zX`ztx7p{3V^XA<<=*i|NN>;!b<*(nr`MvfG!BbvbUt9Ejc<AEp{sT_PWGYBSNKPJE
zS0}9e=?NY<-r?k>tJCd^zXe%PO3J9VHfdZMQ4*=U3#OLqJ+Yg!8Rt6RQx4yg&5)%Z
zk$JDTCm^~H)5U#=P%!Xe*Jr!#)pp}wwdw+{pGe-{xFep_B<S|>?A)Asi@y&z$$_-T
zI41swXjS^$M8w3d*JrPkKk^}cGpOwfLBZg2o)`c8`E#~rk;X@H9|8Y>0GvZCXr{u?
z2o@5Y2Cw}%EMnGd)hx-Wax)YS4WRZ#MMdz~STsm@L<9pXEBea<75RLnBtF{_`ljO{
zF@$iEaqEY#u37@YySY7I@Lq`(DtB3u-I=OD0a7$nqXsb@&6R(us;a1_2JMQYi3W1T
zC?Ft^A`Zss2*)BWw;$&abeO<h2)dVm&_8^LRiK*HMQ-9B5*!S{rIVztc9`r^mAVaA
z&r`@TtatPNo1ZdL^UC1n=6Kk4s+{4gW>IMBBOCM1x1=N6r@AfvA`opTKR-X>@r(m6
ztp+m0$VDc<6zf(n&IjEGRK1!ZL(H_ZyGuw*i%&p6&~$gTJ^fnn)gQrY>LjHIpj+m%
zb*`H;wY*Q9=VQjkG$B1TJGkg5UGa4BwF`j{fLzJx>gsx4=jG+Oo^EOR-=0o--`}3|
zJ4}=~>anV3#w2m-bj-{=0QQ1&V1`#bACAUIf+Kl%VWC-OOyhUH*BL|ksNB30+i|KK
z$-Y{2Mj~(2_F%%mxqV@QF7|<tg15JDnxGx>H*FlCyWq6iECq7(Dy_W_JIRqCh=T-j
zq5e((F*^x1(5Id0N(_8_{ENNDeN#RPC?R3U=BDk3hc8(TXl-n45OYkH8p&yDk}R*R
zAeBe&0K*{{OZC`gr3>$8XD0(6A9QbTZ+b&iRJ5bF7b`O}69TE$kG1MgX5it$2X?T>
z(?Uc<B*$U0^x*uwo3pGbbgt1$u58kVQ!GgdO-DyZSVW|KZjR>g@KB8-3H-UZy7p=*
zs$8AzMpHeuH(h86K&%aM%q52PM8LWL0|AG_rG0%xeNVU0z+|)%zNSE?r#D(J*FP14
zlloI-7dH4w2w`%-n!wb9nQ*VyuhAgvBxw3!s^x^h_;<cZ<~GO$>!c90g^GG?1_Rk#
zJ1XNOd28rSvmQ5P%4g~9rxs~FZzD)G3Iqn6FbS}F0aqt7U@mtWF`pw#n1TW$Jv{{R
zlzXO8m_tKD5brofDP`7|o<`_lNLhhb5ADYaLxdLmiGjVFVFXWC|Hncg)n$Kc>hjg2
z+9jD+ujU#a>(@HP=Ey}Z*KcJ00OFcGYP;v>uQK2+4@1q@zzS;*=54t^K07-@D96Em
z>pi2e@I^u&k>dkbGpx=~8Zpnso6BRMW}Ur>Yzaw8XsW8Jz#r{IndFUroU{AHHarN<
z8A=Fjw@SKjNYLFSMhdS<SL^*<G;kQ;C=h@78aYOdp2C4Q!a%9ji!}26NoByH+fSB)
z!?s^s?u_o~>+36><Wh~mCSCmdH|p|ugNcz5Ifcha*4~~YJtKpVlr-YwM+)F0=|x4U
zxD9Gx)8DOJmpafkJsQM!8FKx9xVul-NWOtDZf?TGy!PmyJbBV64w>d@I^Gy&0>+^`
zo-R_ODE!kW15dSJV0yur75<lQvkk9tign6{@(sc5Eko++>b4UllpI=L!=I<{FfcJO
z8MItK)M!5=#DTGs0o6mnA?HCQWO($5m`O1XR&75HB_axa&+;4@;_vVOohjJR&`|BG
z=0k}1d)}8{aKWa;C@^h}6@>xSSq9E_bE<;rPpxx2keVEizrP^C!0ed=f!drbqoby#
zR%`U!6(`;e2??Q)3KWl{5kn6O3eqgr#)B*_EhW6V1WpWLrcDAbS*}k0h6z~pnF1@d
zIaWk`cd<fnvN!i&r7QMFp?V%4@OVJY&;tVlr%S(U<SVrUQH7Y=*hK!yf4)({VQ6Gj
zIa4-jtJdIQ2aIEt!z8{zt&@C~WB{N27<-ldI5woQxzxBhO(N@kYHHN8MAjVH2y7P*
zkMPDuG4NC^cUKMwUkBD3nvy~eybBU!etsUIUCF)O-3Xnh5cRM<TWzkb6>4f~`d$_Z
zc0NZOrQ>&`tT8(a2{|xY9-=fmJ3HTvbYLHLmG~Rq445^n??U3!wKzyU_vd3fqsdoN
zOagoH)gPw-v384Sw6?NZbBmaZ9<>cOE{hBclPl%ZflQyK^-^{@ln#pvS>Ugr>0+&N
zaoYIpCGF3jZ8+KtiMkn=rBD76&oY;kEZA9JXdbow2~-9J2)=X6<$A~@(8V@e!F8<b
z!F^v$RT{Lk0U~hLPgYYB&GrU@XEQX1b|K%zp5={Ve$)QMwl9~Xw)!`He-NiWCB2?<
zy<vY+eSIL7Z_=iQ2eO(L)KgY+v--$+xGdvxJR$L>)N1JJ$*Vu%KwyEPWZ>e$#UbPB
z(fN}8dV}lOY*Nnq2^0rb{t);=Lf~ydC_!G$-kAo%k#sRHd=Se3g-uS!&ygm3TA@R4
zP~+GRWFlLQeWc#q#$#*j;p80<N7JQ_2uLu90<5mTqJfB1vFizGPg(0-TJ!49bP@M*
z&s~JiM_J5gHx4+}s&bm60+CU79L*1)pU0<m`?K}LHp7_#8s<2m^dvaq;^I&!^q`!@
z#?c*rb<S%6t&OrbnvA;-zW{X#w-rRIZ}1+VLu~(4JtQI`a$^Zkoo;x|NhN3-+?T}p
zd@6??^GUpHPH?YfN4(S>{Cpv3fx{u0)DI0A0v_k~>QoK{L+Z`Gr#ri>i4VoXM=S-}
zr>8|y+=P9OnAeB12!NMMWK%T<aSOXn=`3-I2^2M_P`B18W4w>&3>#KFzMQBkDU&K-
z#b?z=0!bcGh*b!inwr|7I9pv^HFTgIFM5fw;D3zwL5YP`CH-SSIz47bWw40&tUk##
zMHAQ-Dqxz#z*F)$OmM*z6<5GArQ>NO7T4AyhBCxfz<UL0X$S~6GBZ5TTt0p&E8_*K
zy|}fNw*MXqf_m9@_A|1l;1bc-TOTCOb4G1PO7tEfluaq02rRuTfk_c@L`^=&*IoJ1
zM^IE5cEh*L$VFPkWcK4<lWZD&C~?@>3U-oo5U0haSm9-c1;*_pR;Nb{9|A>V1jz#l
z=D)WSteiL>rRb*WD+^g3Y9i7K)9dgz$U*mbtKL}C#4Ox+6rv=$O&5oK^{yyWEi@zc
zIEtm+Fht%FKfF65?d`4p+%>2x9^+3f1`%=emq1?L#VLN%`KE48n^DH>mu!nyr;1|p
zefuTkVA_rq8B~uQOpjgrW>EowDZCGfNt_}3Eq;Q<=BrOlclF!m<~Wumpo}%rRDzHv
z&el2;LGs0D0*^v6CF<u$IdsqF>X2fn(9*?HuG3FWnkGx$Jv{RPPenpp^9n_iLz_%Q
zogJ9G5bAzRQjWiWr4w0i^jc=W-=>%Z6SGY{J}Hkt{`6!`Ro&%~@t^~zjobvnsSOdO
zfl^#7^m+efX&WU3kz3ulk<er*((eKkya&jqTZc6l-r24ei`A3C*G(QJe2DGq$m6$#
zdMUKG`<&y^=$8u&XJMe@LRghe$zKKv3xhBPMTATP4Z>yA*H=tWV+lirQeusj5v+O}
zeAaUDv|iiT=q7tAGx5cDPh>IBdBk!2?S_{^j49_@UVPn)7ikc!uMnLw$;=x9X+z!6
z1FrY)ASb&xj(<Gv16ps<e|EV=R=Km4`#y$}Xx6z6q@huZqRs}`_|v{m4B518`%PTe
zc;xwn3h!WCr!AQ~`4y~fBMW6AC@aY4@X&C*%FZz%JVL@y;TswJ?ecfJuJ$nLGUNIU
z_P!L18Yi@d*A^@q??~G>2Fy5_q^PNbMPE-P2?dHb_RP)(zupdJkkc*F#R9UUHl}Nl
zQ4<;K_WM^b-h(MTK?`&~9|4zj-2LY-)-FR6+3G8e8k4yrHnN7d(Hl%8Sc%KMc)hH3
z%G_vlN>?S{U<wDMaT6SWQrPD%Q>DvxGRhR6ujV{&sS`FG=U5yonzg#S6KnL{>$F`R
zy=vS?-ftxsNXMErBKjLLkb$FFic2jF8OR)Ts=RjnOJu@Z+2J$m=eK`(&RM4UaB)-J
zb8W3jWx^O`q)G59=tlf?46Q^ONQa{Jab<e?XPk+fZv@npm6tx$21=-pe}%EB&finy
zC2S7S<gWD(&QXu9_9h3YtHbQ<Zh{OA@2tY#5NQ=FR9QaT+nuQ)94}MVEGA1R=2TaM
zrnGw4%?m6q!-<G4?xpVNziLEmPVx8O)w@T%Az;HMU{g{Vnt4;mo;xsbo#Ml568KEe
zLHq7{ulsBl7H|dKoqzFJ&4u!u=}}_Y_U0%o_5tx@J6S=~w!CroP3Y+1O7gyhA5pcl
zswLmSIfEQL?aA7;o0Pdl)cg0}Thri$UiWt&GBfYW|KNPa`H4&zp4-(PVsX9TgRwbJ
zQ}=p%Y2$MNN(!$#$*=4EjUgNt7t@q@g&$-;om-JI#8A594dT=}km%?ZPbWjNg4PM|
z44n1Ol6VGN{PN!q2W@|AVkozNJh`&jv#>vFHW{18<Z{N9b-&-b(;(tcvH2^)NW84c
zyu!1o2|_?{x9~f0J41-TdtajFJvtt8;6;d$)OkbsfLo?GR?`)SD(iy57fQx?DND@$
zym2?n$%7?=tX7}DEQ<wM-jYixCbZ&6PR_$*hH6mNWIu1n!-tNkP1igI66e5ZhCF#S
zwS|0fSJ!AD>uO|F--Hpdp3H^yf!*vfaGNasrA7()kb(5z@fZUcT+NZ60zOf?mf%^W
z0ZZW_+?{=P0uo?_L>SCcfH40H(O{P9XAMG$b87Y7KjK?PH8HkZW3%0=X+QIVY;1CA
z#JFadn4(yf>9;21dwQdK<}-mex><W5kydCZLOWM#pm;JUbV)avkCV_SmY|||G9(6j
z^=DPW`q(=6JxkQt&XVVFdM{aDrUY!I>ku<=^(mv2RPOd<ee-2PLVNetsiS;-J>l!U
z^cmmY-u&mV%uE<52lQbQ%%GO&_KMTw)00=;nq|M&BzRdO*8Wt46~1K4RZ6NGx*7R<
zF;6WyaO6DIHY4WA?B=@UaM8==GYk|?;Czq8ek6DwAwmult0u!iIWj1sdKHXzv0afg
zdh|y0*f8kZ_n(BKv`fnC%rstJ?iZ@V@bPyVdV4#gVOIS_0T&FT7l%8gSBogQM{7~k
zG*KMd19N|AMSs#P4t`30b-Z4Yi(L2n)o5tXLe^$m$c@$5UwD=N-F<#a9SS}+<JI}X
zZ1*=4XLVDBy!^bmnpjdsLQXt)J*oQv0go-1perM1#Z2vG6I~$v(HX0#-;<!!KUGVf
zs;M0rS5p<UcW5}?LE2=aU$t%m_6!+$c^PBh6zcHi4ofmM_@}Z9f3zK-aH?&Ux)0)2
zS1&P*#9zY?=!%)We!-f{Z2-roUA<N>BI0y+e-H)NE@QpA^UFQ)@GRptQSn$o-=C?9
zO8V0gVc6w9ToL-(b!ppN@Mv*4aPR5yv4!V!>fHNh&-}R`JkFgSmQbX$7Mi*xL_0#%
z*gD^LMqk=obl|{@8r^JYh=0&T0iCb3hRrp)+q_Ti!d@HKsXxZUw?>1MlOi9$Tl~Co
zRi)O{-LKF5xd;tty5o<Z&bEhao-gQ`RXY#U&=JOu-Csr)zA{K29N2Fqu67!9Cs{uh
z^C;h$+^#1M+U73JGm+X`%*(5na~x@Nb2Oz_kEeA+^VlDH#cq_gL5WYZ?0I*|HtJAD
zxI5E5X?^J?dEU4WH}+3R(mh^>wcd2REijkYCVG)}aB4UAN1*m)8SUtH+3|fC`dTwa
zZ!c`Fp+bXNC~iNj7e+$Vah{`q7tI(SZ^Ow}P_6Nm#3ULC#XF9f9lm+Fp%(|o%>7-U
zN65@}e1p@59R}ZMf#mYGEc)cVC7nKM@Qh8;F{G|7)8cH=VN=z&yj;Ryq@$C(pW@g4
z*wS*-?0>l<BfHQQ`_PD_XN3V9#-0q5cU8Q<Ilgg^fiLztx^HZ(chT4$uh-A%Jx@Nk
z6LFuiay#W{wB#{d#PT@4WO+_>d%@Ib?t8L`?=;Sl8w~MG-1LC4sg&c&MG_^kw`cgI
z3e39B*Z(-ZJ;L#Fi6$c)FX=7)7<9iDb?7wb-7!hz1sf}8;7p`^bkV4X1SM>~m*j*!
z`Vm>#U*O{|c~;iSb-lczmw9zsk8-!gDY@QB9;K48Z1Lokd5Up{Xo;|Xl_}chMmJCO
zHv^xORvQ8X7g!1O`ef<I{iu)A@J%nwV;xt0t*@j+``hv@3WnQlt+RWiq$z~+cO1<$
z)kooko*zFL^F)G8uRU9|AqGrdd*!dS8lQMwacY+@4~j&o{Cw-v29YeYdwF*~ZPVnu
z4D)<}>_6X^1dFAr5a2XQD^zC^_-3Md>wA)Yl1`?62S@gS=1PZ~53Ub_;@6`$ihFB)
zt{4>1ch|zlPmem#v~i1yl5Gp;n?+=MeuODDywWGey9?jk=mY~oMZ}<ksl6Ls`?8-=
z)sN;dIgO~)FMq*!tC;^ZMA>fD!dh6ON=?egnyo2EOYC540dQ+&R&4JSEA7zD@i^GA
zHPI`5xvC4r+=0fvy*{5@pGWYjC=n_%W+henv~!eE$>XM&5cV7F(R4eQt69^-b+Xa;
z-*D0SYE~yhdI2lwc*)a~IUO(6=L}z8MzJ3-<=%=#t*fx*HfF4?^1?ZiSic%26gp|;
z9uzl8a7Go%%P|V!sh_-v*7dt%<}gzf{Og{a0JmLHD)pPiybE-b8eP_deUKsXNjmqL
zB7SWv|A9iL>NQP5`~&q7Lq-8Y`33qkiKNXlmfY=j*o!Ubt>CBrh4S}3&ty(E&>1Z_
z2-niX_@R`)FX~1TVJ!O`Z;hP^@o?#{w)bxOs*hpE1(jTtEli>{=X;mFrCIPRf*r-b
zb`wz@@0C4d*zrAfdip~I9nh82AeMGWiAd$Gjp9$oUeMDAGnHwVA?r6`eiR5U-VnjL
zJhIA`eYm)*6S5oFmc{}pGSja|?;>rLcHT#Rwa?END2)3?ELdq9E5e<W*+l!tCNc${
z3g4YSnF2X^-R;$*oin;Oo;w`O3R)p^r>Il;ENvHm?J0KB--$k=aPdUiHNdo2#~KTw
z7f&7v{|jX>TlCA;2>uI^W`*>LN;iwPwL)SbNNSy39RXW5*&~mhIvk1$biYP@iuOwr
zX)6Xf4#J1@)<WIo${MF?Z7aBMB6MZpESM4fZNJvL`Z>x5D#%~z;1j3po{eluFZ8sa
zTAA$&er03)Y-|%*{$*nJ(B!tis|$Q_68O6hlFYm$$UGyP-d!%^ZW3rhJ_L6_=&O)-
zG(=_i*Qh+SaLX%EHfJ2vmaIPdN7B1Lf@pDOJ93UVL*Dy`e9w|C((Z7YMB8j_z&<_B
zFry|%&U4T+m5^2nVt?+B966Mj9hA=rox{J_Vs!b7IrjV>on*i5L=KhYM;8hep2uxu
zo7x2V*Wy~U+8ee_UxMK8N^<Od0q9z@>YKM+viuHYB#rSuKJVf)Z9&$yq${2feO<aX
z+fgGLE8rf8j`{dO8dgQb!FhUuor}zprYj<re?a-j8W)t*)hewAbIIhrlNrqAmv-@#
z(>{3J7q<5(YcX<9hkrhsOPIe2dio5*+@>`0Y%&Qhrxz}?iJwuxd!ndHKeq`tNV>!5
zekV6#C!R3T^w>p=>We}9h*)x%iXB1USi5cqu^wr&DI6t6RGO3yC!#(0<W~!ymCGG%
z(M6fN8#8qRgcS4dP*RREs9aU_$l3|p#*BP5lJRBw5O?<U<&;d(<Ls(CDqOXdxCSCf
zXdVL|BwJ@%?$ww~u`Aj`NMSJ1AMZK_^dgnJ9v7Ez9z3;=5DYmEW$ecu_KIy-F3;n_
zP^#cwoEZ5-sPO})5Y!AgE6ck2ws+Wtl>#~H#2*?2ZL{T)8|eg2gDre<HTmd&<l`<v
z>R7wvtYQ>dXLC^7jq_k{YlU_g_oa~}s(98QXxXl)Bxk`KTvTUIgD3K_$G&h)*~}`C
zrRTgp2n$s%A8tTl!KD|L#zKk7@0Tk;PG>A_hmcz~TuU!Oq=!elJkNp|VzbL%21D3A
zP^&YLKO<*9>fpJ<SH@TAsq%^x6+x!@ESKXF5haivO6D6&S6IasqX*eRiY#}5{>pw`
zhR;r_CX7Udl3hoPW)!6ntd9mYO>seU*1kor<mCyM{d<wkRw?b;(m9XJpQ^0e;PEhy
zPAU%6P!>S}f4JJY_dN?H9$th}zU)lRtHVDIWu!S(p$AZ9*2SOC+8UV;&YvuvFC^@!
z;m>fMbhkgJg=fqVnXSfAe1M&lktX1y>|{p}>&x2R6DiL-9W+7TyiHY<R?&Jl(S&BW
zgVgxPNUZ~}FdHd7?V|1Ri!h>o>yGw!Xloez(wF;Wg(`14M%*DJ-_oSbj@~S{F|glX
z5cZ8S<#@P<$flr0Ak%MXluvs9SZO1hLc@z_AAfLVCq;kU_xQt&8RnQhL3R`G*rXiv
zeofpqJF>f^%=GCC*(0`>+2xaM?pu89BxgNU=fQFcT<^Ph!;9=6vzHo0oa=<B3EG8E
z=}3mU{YGbhLlBW$MKHUthc1^y^)ySIxX+m_Z>-`Q-`&1Ev%e%>T8zhsIueYC-r%vH
zn49M}IBVgDF1ppID*fwnFMrS-oXX#<%ByWwA5cqTrWKPXl%GPMq6srIci7z#@V#0<
zk~`H`o0?&2wkGy=GQjI}KYb^>%honX`LsXS{06m-)iI*MT8p{thURM>>;r{3wXi#G
zuawgp#)n8w7QS+8%jjQq(MD_->VeZ^%3VDAN{4GSA3QXP^-%!tE%{xy-e0dhX?}Cm
zY~*YRNgTE`K^rFfFM*}8T^b6}7UTeFlRC)-OnYZ9OFKg|avF52@wZR21jw(@Gu1wS
zL9q<)&t_1wwoj<BdO)xdq=#|3EMFckg0h>;Bz^i-?IWhjer#LRro%`({<+?>?L+qL
z{q3ln$!$AOC?<hIr9o*survTYECkVbNfYzp$&m0%&dtl)H;5ZR6zq+};C;!tj{<pr
z7f>kP3BSPJEQ+C17pgT9{MxmDvSyi^H3_9D9!<<O<aqhrKu_s%)m;f6FV7=I!_xLw
z`pKtSjpVoj`51-eXUkGGE;NdFEZ;FkclP1zv9?RNjEd0L+fPaSKg3^}5hXOfVP9t*
zwUL`j**8-?(YBet?^fvld~uZo^KydX-F)0^TY%}vMWu-=R=JST`LTrCp77;zw!><9
z2%E<vhW)BhMt}0c=l{xTb|v=c$$y57&KtpGaNs-A9+%>ygU?~r#YEiqQBSiJR+nHT
zBVq8pp-bjjhOOCz&1RvfuAm_+RcghtZHZhVW2U!_a-aL@^((>)_2qNluEDp)R(&3{
zYQSvbh%?0G1@CZjwFjd#y=G3Au3=1Xh{lVbkpza>{;6%6o6g)Ebb`r5!x^0kjc^&L
z#M0Q8$<#OXa$U0sjap?t4}-{q#kYti>-@)@A&|C9zbs>zk%^U$^128<(`dtE82Qlg
z<Y!?<Ua#DFq}eyT-GsM|DYipgxf@$V8BJmpw1Lq*t<(vPI0?;fY>yRk7leq=vRJmp
z!+PeDY{xKjKU0SwrBa?8cGDSf6E{zBLLbf4Iv0R`&FUX(K8iw6)Evu^!|=UaOR*cy
zlsK0N8Y@%>;aM&dQ<xk#uQ7evHPfI@kZc@0@8~hSD_{^wDnT9Qag435L^AsQ62@E2
z;tR5g{&iR+0TBz^QNi{$jJS(fem;@usN){4sg!Fn0kyI^g82<u@q)lK{Y|FC<#mZ3
z_4@~8U85S`^j%MW{fr_@J>Ok{Kjh_&3uavQhc~<yF)x-y!)JRnC+b!DOoNDx%xPhW
z@P%_rZ-U-_lbpvYreaY3XBW+}wSMY~wWao64{iguU};A#I==(@4L=AqRpYA%iVsqg
z4EmF)53Bryc(azb`xESHohvm0)<{cjezOi)=+(pwZ_lLU&Fj~$Q@;l}!S3$@_e_P$
zBSh}z^qbtI{08Pfs1U!dwi1Jj-z*t4PxLV5W6vw&mUO1w0UtU$yL3}b7tBf#o%JoP
z{`dTplsD4p;=P2X3xWMJd3jOu-eEIWzn=R$i;G`ezrjl`tfKy?@$&B{0?F){n3zb3
zoSJXaHICEo6+=MRzaj8e)TlKuL;IV)JZKo_f2PifV^c}b28Gv;pbz&P@4=JLpdTV(
zSAiBH;{8r6>=%oj<kh>3<|qY~0h`pKXma?~Ih*gfk@0i8V{1w0HKn1Ii%q6IO$qV3
zN4>pYUfd+MEa<=3o^*FJUg?^xzq@(F8CuTQ5BjX>KPtS+tPHHbunez`J(L{ojubO?
zcAht`U>vP?cf^jRF#GEfB@ENeTbhmh_;L1`CoI`8d23vxs>WO%UvKwUXD;*A$<o2<
zM&^q9`$Q2{s}%+9C*xmTWles6DRDfq=p`y$+0n~2Y81{|p5o_`;(NFK%`jE$=E6I-
z^?p50gyZcn0p{Xy<##T#$+$Q}m7&)I%Pae>WRnR@{!-)i_(k)r3rA4H)}hI}PV)Ml
zJViaEg@&XcJ%`Do$F6S6E1)su4!67Z6woe`)f@Ju?E&3%dAh(0voo(1i6T&~NLbz2
zP*h+4^a7Teno2@R`OIr?HU~8A8(fx<v1AjV#B!Roq8aLAjBL!me>QBxC%Ah3X0w9a
zmZ!eF5O-5mW=@m%Bo=)>zk=_ut-bd%g?l9(xzZ}&QeXo#qaAv0Sii@(DaI_u&5kD#
zpTX;XEHtHxoulD!`H<x+RcL)*D}Bx-_+eY1G3wM;n<6taz2M#NUk^<(#ex`}<Y1_5
z^na#Zr=6RVY6qq6dT6}MjJXQx-JSk?P+Tlfso-k%ttc_5b&Kn!3)1~#Ryu529xk@f
z-#kN1<c*aQO|JLs{*sNCVP(s{H-w*<dVq4-sPU-d4R1>i+3;J^^fHT<^%rU7v(`QX
z;o&a$k)IxLCj9*^qF!bFV!ky<Y9XsVOiyIp<}tNIU-C+|gE;iyXjz;@RW+AWhpXGJ
z8s@(7-mVk-D&NoRmt?UIJ!@jrM5)p93^A`SN=Y1}1F4VfKrihC03H&xi}T|puiywo
zgYQxV`6g&UFc<}HPeVsP@>?Ll2@e}c`~PxBzSg|<$^B51A<S!WYQOjKJHap4NQc0<
zc$$?sn=6mIdX?0U)MeOgDkOPL3>RGmePH?-ukpY{M=;Wk0Ebc9v9jB*hR0sA_KzEF
zLqolpcXkFcR&V(zrZ@!p(^7l)^0&t8<4!zOAnD?%Vm4l0HT3Jl!>vspDLk()E?nG}
zcc%Th-F`I+d40dX`9anmMO=T*YtV&VVlGeHyz$d^m07G3$9X|g1zKW~wOPBs)&0#N
zMX1+hnATYK%QIry!=QtZ&eyNkaoPBXGWxMCI#4}PwoYO9*L0)ZbncYy8%NETn@q-E
z-@tY7`FL~OHlZfRr`sZaw>Otflbe;pQ*L^-ab-UyO)5ig@2+RNS(u^qb?=H^JlGm9
zAjp?0=HW{0g#q})7qG>@0LtM702}0&m-C6bE~BO@vx@p(@V%O;i9Oq$QPk7ZJLgtp
z9gWCcKjLPLKpBmffq5K3)r%Xk+{#)5?-T7OENlDP!*;OkM?=5GlyKFkB=ZbPob!3{
zcwJfNSGlpI@H<j?J>}LfPjWrXwVM0ZpHlxr)JLFJY<p*Vc7d*|vyr%)hsRJ+0li<q
zn=j>+jm_Z(8%u@!cr9;j(0$;%aRELj{qcLcb8BlL@;Y{_tCJ>r&mP<VbTHgq7<Q*`
zZ!eLa_fK4VrfMT{dn@w0Rfo5R%gwkyom#kUq9ZHl`wZ8HZ5EvLWs!!z$-t&Z38vKT
zht}@S!`XpbvL{V$5tA2xno^0MJrEl5bJQd;Z~#kX@s#T13z9T&f#4OIm?R7M7=j9y
z{9x5znA6kj!lebGYTK^Fk>3RdtWxLu8&T8gqv2v+-$|D?dy2<s#d|U+2=B{ASB)#T
z0>i@(hHty+^z<MwFztEWflKMeiQOH5pTs-u*K#<iIL)u(UpDT$IhVbR+)&dlTd&X1
zD%QQ!`qq~hWMZ=SA<EmhAi&Q!(V-Jta?f?@d&HxwLF~R5<Kg26kp#!*KF3o>Sok$1
zai8eqBEO@#m04BU5b(yoUwHk?-klRUBaT$px50{VaHacl{?nYbMc07@DAjUPReon%
z4uSpsb>rxN{cY{fn&s-#Tn??CDi?-RzjGtKzExL3fJS+2G|%9R_26llEB)3bk`?b)
zuLF87^p{`C{TK_LN5hTeSGx3WZpnGwn8)&;&#H^t!kkz|)5HqpBByo*-7H(w#ZHE$
zxKb`z)V~?He;&UT9ZUb1lGZvIEACY)-+OtbKhZ8gQHS#4MfJc7+v;;Vt$Uq;{#ECN
zz<c#p%I3_qI`0J1-jlzVbmx;M;)+KH_|tCwz3=Pi>~60rqQ5DTY8S#v+93UJdvr<<
zB!ZUEYG&O^`yBbo#g2w(Xmvk^MaL*)id~<Z)P(=~)dPbCe7lf+2>LMxs6Bm*_ETw_
zk8qiM%W%~FsT+kR$~F!rIJBm|ReC%uGxP(#AL+3}vez^B<7MA-_gZm$eeTHnG{q)D
zLbS4OQ`0r;nnGpPIKj6ut3A0d3uxynr0{!t#cPkZisJ)SESV$MOO37<S9pxfi-(l0
zSr;n(*yiJDts+u?lL`fhwniK^pHDT=n@0c$)O;-`D|2}?zZCh0-k)!~sF9L0hZ663
zo8GNJiBETDChf65Pub++gmOd4&}Zu)A9hF~{(m9fzDS>*91gjy3ClIZu(Ew$2NGwg
zU|3oqVPV|_sYu>_Soo^baI%7BC5UX%jcnBi`SIrP2?j>C0$x8qXxBCY#~2uSCAJT7
zm^d&v<j`IXKtgJJODYXRUEDS}5Ty-|#yOZYxk+xpkU_n<WLt=LZbhqc^f@@x)4TDM
zuTEPaB{+D1@kt1y<&KI%YTnK9_ZKcX6@{1{gD=Gnd)rQ3KbZDsNC(+TZjxb-@bTLw
zzMV_WV*`w2IGeO1?z?n|x0f$|q5trZ_230B;la&uTW54rFi~6CORf3i^}k=WE>RAO
zUj^M!+D<`j=dN18gSZvw<-L&)Az^iLYTKE<^oo)2LymoL%xUl~LIbPmpyNk;^xNgh
z!88-sYrcrH?K1y(R+TD8P96M@{3y0F6W@1NpP4R5E`rA4OQF=G`Th=A(dyMp4c+9k
z-H?sUO5=dwCSoIKCh8ky8bjq;wMSRwRsd?SGmR1+4smt8vB(nU_hLIP$7kb-6T2TT
zzHe0X^lVFDYWu2ne><z#-X5}GH(zSBx68o5RT&?@7O)i&Vob2}r*on$sC}C9ViCpk
z(k)w?yFUO6f9U=K;Fv<OG0Po~4@~>Z)tUNhxDBTMz~eE#yjZ#R+ZYOZH6FC_i^UW)
zd%N+Aby&#Y^x{arzK^LDKQ2_0PqeV08Yv<+pmdmkWM=MoUh-aCB6Y`+&f=Z$oyR>^
zE3VJb?1}d6{(12IqS+UzKUw0+heZhzO{Ukv#^NfHA-c9d1Przm0TUn8dyTYhAuFl6
zfGt}?qQMX?-^qxULi4NU#pDGoFnb-ui&rmL1o2rGU%N15$1kea=P?=Jx3q|3&o`d8
zl9y<syhtNyXwuI2eZ6?F6iIh(@=%ZHVvRi7uPnQ+&P60JFkUAvo*)QPQ&+OYIzWIC
zIqRg($q0HZnGiGeV9`fteR_`|3%`P&5bM@KH|LuR<tu4+c71qOT-A#akg6NEx1n%M
z({rcAwG{3?pzPFedR-b~55M>yGX_|l_3mw<XgdVFxaaDQT&n3qX{Q%fSgKNfX9u$b
z6&9+WMJuFHm$2S_ED8S<hF@ryDn%norqZs!6nXWffLz6=<M-fmUe~8b$HP(yTi|g+
z$JLk9{Fo@xzo`LKP}_9n1ReotCT&x*&+;7>gK7ri6n>X{JfiQDV`p6LB?jWGJrNW?
zLK?mt#}1Y8My80RF5<+j3IER<++1nY899If5J!qpFy>W-IwBgv2dI3!HUGV+T!59>
zQ~=p2Q=U7Do`eTn-`;0w2@yq6V_bRyd8r=Fgc<P$3|1~+XBQj-DImo`>f^F^Ma>yu
zKg0fMDPRW5Fcf^Ikckq#M4NknhC2j+Q3Nuh9l#wkn}R__=GSkeW-_&t9VGUhXnkrK
zcEL<+v|R0C03nNzy1#ieDVd=XNywzoHZ+6}aB}jdru4sl{W{`SJY}9(A`kcP8Cb3T
zrIDczSrs91j5Kd0OV<CUP-fhWKrEFsYz*4<_Vx<<opF(I=|Y5rgi1_WX#vR3rT){=
z0|1o1y*>w^GX_CH68qN`&ZVYd6u37!W?cFrs5#|6_P&}KDk(OfdM!hnn<X~)p1%YD
z)dUbgZ>RtK2?J1NOKWS{95r!%AGG$E_O=AwqYJE>u9tbz0QmGlge>+^s&aW{rJS}l
z8GwocJRN{FB27|H>jPY_EO-nEJ%IW6Hs3|{b7M}E!P%khU0~C~;pKt1z9qU9$mBeR
zZ6$h@Y5);?bG2Qj+vv$Hd2=9#KyRt2sMwBwC2eYMKIZN=y(7ixAnr0<6pDU}Oz0SE
zUM3C6)~~h)z$$i44pQ*Pp;H=jwAK$GNsE=kl5(IR2I?K7O+N0nf@!&AI#4$T9<Fxn
zhX6K{qm~_bd*xG;!finI4+aL{!IEZ0s7s^#RMW@_lb)D0Z^VCvnp(wp<&}XpwId!7
z7*nf(-_GVC|ML~%W72;g|9j>08LhqV;~q~NCpN77@oEAYDyM~~Srp>le_v6=ir<5_
z(tp2VLaZb~Q6E|oqe~z9jWNE8UYGJ%fE7rdfgG(J5HxEv#(hEJ|CyMF3(WKl+z)Q(
z{kg{pz=;1{;Q%&_3)(&b1uzfot{VY_YyIza{|5ed2Y4hAaLqd~UnT@Qf@_0kiuRw3
zf8>V#@Aa1fo68+Uj(D%taSqtiB?G9QCv$~lWY7SB(;Kj@D3B9hiS>chu!92^AQT>Z
zvy{9|2eO3EIWc_@!;?Kci}z4aKu1PFL7<y$1*rgrfeN6UAOPz64>)W;h6$22hD^V`
z`s?Jp_fU!)IFvluw3x&Xhgm>?2!P-LR$N|52|G>5ISz>4#l?kmj#}H~BsqZVA`zM`
z|BN~~IT?@?5*MewKHrZ7MNeB>_OUJV1;cg)5GqYEcD5+KP*x6)jKlzVCuLS*AQUlP
zCWqDl=r>(y1605a;A<(wz4<(M|DchRlS6`43gpbq8Nt;8j~?Z`GbvX?eae`FSQ6Uu
z#zrJ4pfEjtObW2}5KjEWUVspd0<bO=2m-<iK!6OKoSX(Bz)WKSh$18yMDLrYSGjiK
z2g-7&?3%&3Q(`e_ORefVq;LTH1IW&B0Fwq7Vbiu?Bw-NWg9IxYp!)KH?(YiKa*)q<
zro)VzecONhU|Mj)MgKvZYzU=@Kvr{jnWMx8agyhbqbH&2G!6kf3(_$R0Om)W4$y!I
z09U`byadR2BouU9X@C#~Sgdda-1K1%k1W4jo<O_E5_LKcWr)(NxBqMpz+WLj036t3
zbA;i#F+QFEK)N6hfXd_Is6bsx7<rJ?b5e+A^f=UA9S4}co|ieme%p0fBKORpu<MPz
z$CO=SyrTt%mK`n?YWf^R6sVj`&r>mL-U6*TKz(-(v;=56xZo*kgK6}CzDJ0Bg+0jx
zNZQdL2!Qm`;-cx`SJWI`rs6~F8n_mn9b-o*8qNry01SK*BA6^QskMF`s>a1{K>trL
zi#gr_NSej=#5V+B9H8UkSzn}O1E3~A($+mLCJi@_=w$}8JgNAK!wCS<09)Ah_jiGM
zg}Hpp10fI^_9B=7V4G256)Xm~&~kK5`JR#_n|{*O3UT~Xg*7@lN&(8T`c<|G&FQ|N
zPWnyn8$AhUjDo8PR!x)^DZJgZt=#N~TD}q~qz!;v0jABp>Ff^>PHpI0QiVKSy3kkV
zkI?`QFcjeb=_Mp+0GwAA5II6aLq|Y!)IsYZW+zc4&U2_EUh%_s0GiDNEHV}rmax|z
zH4wr1fO8{&ZXMLu!j`T0X-fhmnpIn!{_o$v7Z)q>qo8;P_zeIaNC`9r;Iai=dBokp
z);f|Fv%dq}24)r(1|Y05GBOYdKzk?lhWi|^BXFt{g<yRw3Kr_m=`knTIj}zia3mx+
zCI%M)<>%qy0k|77fPh74t%D|5B3TqL17J{S<tO{Ww8sYr2f+aKhv+Tk$f6-Y>MYOu
zKD`dN!ALABWPze?n`#a30QSrhfDC45)BB%}>l7L{i#p9W*$r}_<xKsvx)ooM4*?_{
zP%NOpAL*C`kXBSwsDb!xG!b|}fD>E>uxh^fV~4TrQ(^aY+@W+4lxAZS-CP{m9E91_
zDoJ}fRqJfx?c<Z<IQ^YnJr~vYY$poTCT<G^0C-j*jyekL0fICXMj+Y7mgSEeA&Ug|
zAc~mH9KhQ7sA9cA<r7GqiKR^wj;yQnIxw}JU$Iw#NMT}O$pFR!U||5zG2*1^>gy%k
zC|zA$FE+A*%KgrrnAzC!fS_%T=3xM=B-rg>07W$is8L8TfS{TKg+4et8+sY1q!ALq
zDEr@`EkRUJ=ebMOa(gzj^9oQXu2ijnZOQ{j!mjt78JsvkLxV}dh}pmY0>mW(Ob#Uk
znCW*(NlDwY|DV^clHPkH<826PD^ncWyXudr@Ti2GVu0q$<ZFb$@7&q;wzl2^_5+j<
zVek}~0E`#{>^w4%oN1oofq?<TJx&l_{PX60;@7B4&&&j(aGsaHDETTqJ3GtgG%E}$
zPXMHh&zGu<iH#lF+Ir8FvIGp^$%zNTM}wX4-mBkm*`DCOIh{1|-u_k#5TI|@`cr-Y
zz5^hr02%3#tOdYoK$Aj65KwxV8`YTqBb*%XKn*$@ls9??2EyA-gMrafO5wT9>I3lT
zcHsHTy${V1HVtG5OG`_2pj1aqLvsj#r{+LaA;Ex60npkH|CvOKT16;!XkGcglly5a
zxZKa%3U~qNffq{{T!wW}uw#+&@xwtJ1us55u?6gpv-7v4oVf^IPB0*TSpecm1V=4B
z2`kaRtsF$rt8-xh=Kw-2u;mf`DZETvTmxwc{R`c6B1uL?!hQnRB7F)>s<Ho}JTS5{
zIcoGwOejiv$(r6>^k|FT8&9BK1%>j2;j*1yn|**pRG79S-vAOBh@!<vu+czJ;)qZK
zT^Ur0B<ZN=Ae4f5vTET_wL;z3_@C{5fB7gGAX;kDiXR~x0zB=!*Lwq~BOznkM=a*a
zZB)T(PDGfgR`C_>=m&um08KA_tDW!o<lGWP%Bj5w{J=zs2J|hBf<*Q)58j6ZE_-#v
z)oEx)i2YmZOF{^++81R?z&k@=sOkI<LaM)#gqvd#X1`lgMt$%TWVT?h5FC$h`qlqT
zn=}yH%6sx~8ze@b{BNd>x-UWmZATz@RDx|_4=Vz$Jt67j0>BR3r(-Z;sy=!j#RJ4L
z1C|AvNFV?XQ;4OKDbnn)6bONr=;Z?gI^aY9J+8nsTKBXfE<V0{u|4c?-fv&8l1hes
z;-fOcv=bL|K!H1op?ZuB$O_>g3<XjQ@XDAbCMFKroS2>H$JB7dv4iD;a61RE$Tk75
z&-1Ll*YZ8N7}hX}09b^8_Dgy|L-+}3L29|Ms2v{yp#PEqSGvVYGVIBK*#nmOk{-xN
z_XFpq1e;yXs5YWZmVv}gL{JAGCwY3hH4d=YuN_EvF;(#pp_n|agG@Q2H4Y5mTDcMF
zQb~+*E)MW=6QQQ^miVx8tJMk+=*cky3-#jPOGYxdX}>rr=SjL$5G^R&6}~LM2S(+4
z?SohaL%=r#DhYI~P_u{#m@cjG_t>(=AmOP|0(f@7%s}w2K=8e^zaO6!bSL6xA}foG
z;71ThUVs!cv%Izzz>-NgnTd_ct=^tmWTd6NMcARk<xT(zrzth84+Vp4hztRW58$pT
zhN0u_86<P%Fp`i8V1TFZ>_FzHiWT<Q1lh=M_gA$bY6rm&V9g-0v9Wpk`7sF#Qvh8-
zg9wX?njb8-gZa9Fsg3{<-^unQ@AVCMv9r)h2PlO(IXP<mX@6u1>Ho#lWD;Ki#2rv2
z5y5}wTns0WW*{s-Mn?$&HwVH=B_ve4a||ro!6g9qLI9sLQp9~d+iQP*dg9IhKL)Gp
zCktnb@F6n7H3bnR88$3$)N~|U#;1mu5O4}30U<3H*gb@}7HfYy0C;-2Z`yePM~)yA
z_NDN~BjPD=LA{~Y|DAqRKZ6dyfzi`?8-ZL;2dpD8o61kGg@DLULeAz#tGx)9!pOvw
zqg{;Hen8!l1vDN1%OeWFI11<&FyIe8_>2fLIXd-2Aktv;a$w&LXMh(<y$w=R8%ZR4
z2BoF!MIm&g^eF+k07#Kdi~mJFvOnoSl>J}%0nOF_$dA=ObN(+3|F<ke-b;!Iq?5rc
znA!>?|8qMN!u=t>P5L)I;*Ph_LzDj<@_z$;kX&j1yBqdQL3o>J$;V$&J(>|S0+AJ$
zGorR(l77GksgOJrn+Du&DzB`@V6^)tX2ay4-55dKI`IZlee(<T0St(~H?puWNi}My
z+Qq-;kV6#~C95X+&)aaeU@#lmzuA6TF1M<v$a6;0>!KjC2R?Iia|F4Kh(#$I_ynIb
zhid)s@bET3x&ag+4rDB}r8`T@a-9C@`a%}M@Q#8h&UZkaEr7i*)UW37+?!2x$O2N)
z8h8tR@F03>N*6&cl<+<2silsPJ!Jk#8g2;gCuIb(2ht8~W<ZQ1<<M;VZq<LZ(+K)&
zJjP9M5MHeSb`OGa*5J8|{V&>YH<bq7;y=;8d=#cC^|$2vKCw|WgU`C`(7aJN$Uhh)
zBqS!!0QDpf5Ey|144*f-Zw%#F52hgm1URnP@NiVy>OYQXZh)DJh*JU20YQU&#~@cS
zPbSk7rQJ^kk1<01HzqJZ;BE#+M#dQ>dPb1YWP?!wGwo8J0O<46XU~w@csM|?rWL2P
zjqvF}d_nqZ3K*Gy0p=@!M-<*@X|12^L5^yW2bKuP9UyjFYvcu_uZ^J$IZI1sl`P3v
zK+RhMt^lDGAn8RA9f4a#-x$v71{D<o9i7P?cT#M$e^CL*|82h>#3ZEl26ckaF~NL4
zRl;QvA}cGaR_|toiiXDU<O$icXV2=uE-HOs4*@U%+MwH0^5x}aKD%Gcwt|<u`icU$
zByS;=Am}&vJVnqCsH1UvbB!B+v_UNbL7jq(6uo2ve4HY77;$){`B~aqpf-#E!9o~b
zkUF5OO^fipj7PdSp`@dKe_lZy$^QwXz$2sx4Uo$|d3fdy$}@tA3HIR%ScO_j5c9W~
zH4*<r7@tsQDWxbPx|AAHmP-bLfqxme{4yzvncGv0y~?yudhx-3!b((j7}`FG;}URD
z5qeO?@X{~TlzV~;&2u;W6Nag?&R7S?VSr{qOFDTuv+G<?OKF1<Di;QH5qvgWoN$yN
zVfZ*WOzvL>6t7F)@jG@D6DF@`+@u~upCtgVK9@~>*(!7RJN@56fI^*H3{ovlnndek
zFPWiYpnyaXhn%dM+2`qVwA_6N?NUK-KoB{?^>4y)wgZ(vLTm-w8u!5!9bpGY$n!oJ
zz*)HTH@hIg;gCNyYa7{+&-p05{L*$hXncG99Z9Otw@A6td)@1U@{RBW6^z+Bq>C$L
zC#U3Hz#Y-0Slo9u>h{$n;bqz0cWxG?P2z2Vn43@a)p@;m_uVQa|2a<UkaLR}ryvJ5
zyHSI*JV4s_9<tV@cwsatk(T<0s^LP(CvFS1a0>M*H@Bqx$O_d_E-p7_XM(O{*RIY@
z?j+q=%e`HfChwOb+m46H<H><iLkd)n8_mA8$3AG=9Nocx^vGYhkxxPb$FSrH%2Orv
zj=jny=_0oX`a*gV-k-=mnrAym8ZSd8P44$M0L<R79@%62Y?HFrsvkK|0f}3Gb$-5_
zfzORut(qe!ONij$4E^f#df!a~PAd^C=2c>`79MeU3Nj4E?d+h-hy@&nZ?#Hb9RGU>
zwbJxX(uq3$AljsIzQwGdU>)P7Yb5&T7=@bBbNbrv^uXo~$Drlvu$yvZ^FDy^d2;c2
z^8xB~{D7P+?d`0Hd+_-@%JMSpEwzb>=^w#tANM<2($2e!ACdKy#kvW#_qRgjt}A&d
zpNJU&Wk{Rk{8uqKpEYj$jq@zK?&YPK01^(F%O&8!{1L&&56-h#>UH5AFGeYAMi+dg
ze<0ww3lgYchsj_XvET`A7sqi@;kqO0R{AN%;c#RIh;x3y53lYx47!W#cOyQ>AiY2e
zLjslPldJ0#Vmg9<e43vN-EnB1d#FkhZ|KB%@G<ew-Y2>{m#Kw_P0lxmwB8|G4?tS3
zwnqEXC24FYVn_`Gnb|7Q1RZtnt_f(CRgO2+`-{(M6*P!ITkZaS#yQ?|sQL3}NJT{n
zgbrrTxDXwwUdvN%g`-wP^e&-YV1B=8rnY|2?+hGDHRr+ge%s;7&Ye<BXG>7b0T0ep
zqqyuR)TM{3sp|BvUyIhQow#l&+OiXnZww7KmZ>w<pw9=8*Lf2bn%v*5eg0g2e{<n_
z2lB#^oG_NOjZJma2`+l>ShoI+A*<)hGRhy@_R8*V-JOL}b?Zxv`b$5~HP%1!|KQa|
zC;BsS)u>^$b)h$ELl+%?APCg`+m6=!jRyLTjQ28XU0lujziM+Y_9R^QpJiXh-Q9-x
zo=)Z4TF;9ELi22Q^X-$7FM~feRFqk3sK08jx%r+zL_Jr13Mn7C8N~7P`+t*@yYzDt
zFv%<DOSW5mO3#D-B>=;<w+LO-awqt<7o+MWG}9VhNS{>@_bg9gH2>W@3_21*nUhgP
z*i5aIv6TXox+aObzW&{{)O8FdJvJ`0k_xLvaTGE#t>OA?J?uv$@n4VRSN+L^fRp2~
zhCRBGMSOWpoFVa?g#6srjg^J4vrF<%#bwSUF^!nQ$-Ey7&^+A$fA3lDSFNatvSB|b
zbH>rud!koU@6MZE7F;yF_;gg}HOiRFZ*g(|$mT*Aa1UH90Qx<uqXS;^iYbjR#CAuQ
zG4b!+k!qHTX5$m^s|qmQR^^jkHdrDX@ryK=;47+yf;>g{EOKJG&*Mk;<U9xbfa-HH
zY2q(+H~p-8m`J3a!j9<=Q7p|_a5OvS1jzH$K^px~LgLmelI$rtD3B4+(7Y&6$;bs@
zm9=RbK8j61==C_+R7bR~<>lq)YSR;#6h`vTcB8uDH}D!g37e0wy&wcDQ~bF@8TE3^
z%W+LwoO>SF9T{RU=O!7zxCpx6paXms`1kK_bVAOw>gRi~qN2-`N>6Tez!s==st~Z7
zOY48~$b(%y62B>6SHJ&^Q|E{yj^Cp0g_xIq4H{ZS`lW<FIq&x)Ci6=}L%8n=eS=4@
z+fBVY*Fshh(OjJj31w<yjL<?Ay9T3nlTO*usrR9Lu7n>~cUKpYQOiI#Gn=~+jVQFf
zkyxv!<Gg3)Q&JCGmP`G)<RdJs*-TQ-3qMT~PG>qgZP7$l!XizWkn_>qM+%-v(?w4f
z7S{)EHB6k*q~Lc90EC@zyyyiC#-vE><3sh(ZALG*(C-g7rYfcb=R0${h-%+c`+-b}
z2U^A2ouCBazWe;yGZ~ORj)I>T0ik$a!1Wn>K-R|qQo;}I?bLQC2R{!FS9~@|PJBH%
zMMU(Dq(RfVT(8pP=Ei67C)Qa7pz!!08ylyK{i<NP{t>I-NeE~LYAxc!89%$eH(E~d
zdB$?-qlQOTUR$<778hkQ6ZwcKvC_r5iO(Jgx!JxN3a_tSSSM&p{MGEMcb5O<DE#_x
zg&O<hYMc7K-!bb*HquC?&ECPnh*~Mz6VS(-;5OaXrsspYc&<m?j^>4A)0_4{GiNA8
z-p}c16@zA{%jV%5ytW6<2eTbHa$L`EucWK(+s<~Aj}+rj|5R7P(pXr(7nl3{Eas=^
zo^52Jh>HjFwxT9;ndu~4{;{@n`7U2+4H%JaTjT!Rk+^0lIq?LIS?hx<R~F{F+U^0F
znV{##r8E6q+Cwk}P+f+jYK5c-0IgxpqN`k)fuSuc=;(D-Wu<Zp_{ELv;h#mn+jjIo
z`A+Gg#gKPlLmlcEifo_BrU1%wuV(8KjQw`2#R0!!r3h4)1Osop|A69N=B;mYCitb1
zhmRj8NmBBM%Ko3m&N~|G@bBZd+rE{N2-$mPL?|KMR%9i6W`=CCl37H_rf$2UgeWU}
z%U*@-6=jobp3nC=&w2j%J^wuCbn0+)bAMge_5EJg=k<Pl${%nX?AtLLGMvHk@yTR&
ze;YQZP88}~6J(bybh9ec>#{GE!JNgg>+nZT`aZS)YtOvnAnx=Xa(`2J?3$YF`ud%_
z5dS&Z3q76s{1j3`y^_PK&1*$mY7spdc8;X1Mx}rHFB$2atI~1!!RhYJZB&b!kSMC_
zNow5g^*EM}jJ8e{HZOA;{2f6n_^I9Wt9Vt^%1Q*k9w)<<Xys#+_Wl+mPAH!<wET!n
zg=|cQ&Nteg&_0Jz%*OWTA;T=RwvUvt=v*t6jqO%3e4&tu3Peu8PZ5w25djI;2c<47
z#%JHEc}RQxp-kkxVeQhpxUgt8Uh{f+`ycnus^szqW37vI2mHqT%*+9|pOV|;J9pA%
z7Z~r2>{j)a>Rr#%dyxI%djva6(=}d_@P^Bl!C*sRyy{5;``*ejIDEedXA+^ukKB1+
zQ!HZLPKiYLGh~_ci_BW!Y%sIJQ5vZ{fQ|#7FL6W4`^*A_RkUq$H5iNM{dR@qurhJG
zn==vb-re?XK5LL&0*^`G)^?VCb)7{}ERVZ5e8WR{OaR;JFMmp`^%m1tb4_`EZ-2A>
z-^4@dM!SyllMiRmn(fR|^&Cc3jE;dZjNej+qiEe;w7pexTJT)!iZ7jdl)M|_x!RE=
zzt|%qZC1)}EGpsXPOcb^k#RfSYzt7=Xl(SEmvy8S@#J+Gw3nLA)8%81EO+`A|CdGp
z9nW1%qhBXm{<x2|jF~}V)<ZLGmMY*mgS-No7=##3zfEc|>gip>`AW}mk_n%C4*xAI
z!*;y$VB%rGs=04?(M=~oWAE)n4^QKrKTbAy0jJ!WzfN7oEtWSHlBFql1fxB!5uKSn
zO#SSPvY&Xh9)GK4mlAcdD>pq$D7%}Oyr1&+M*ZHVe9Xh3IA?iUSFeGhk>UoHc&|q@
z1}r0g6-5Hfk12WQdP_PklESVh=vA&(|8GxmP~k9K^A>yr;vI+{W(<xLTm1(24i*bH
zgvSubsynF{gGEXiPKvtU-oMRFZDV5-t5=lEgiow<FR=r=I!0CVkH3HNIu@@cqR?z6
z_Hn+R%)m#zM9nL`xdFROu{j(uM!5mXy5;1?B3}iwnZ|rQp$enD$Vl6ftq5x*WlNhO
zw{c{I?24*&?u?)9N&Q&u$*ZMGKkWVYGW=$rU)jq)&VF}00+$x?N&=YIC|>SY?U{DV
zGlMgg7wdeefXQ;JyhS)Hx^OMKnP4&_^;_Vcx={Z$7izENTb|3@+V1E2Tc2Z(56&^k
zs(*3d(w;XJXt)1@8?2x@+}&N}+Hzg=4J*!|x<7<f3l(&aKE!p(c}C<}t7gBFh-hpQ
zJRGZ0nKus}GbqLM7u8XoWmFkjzL|YZ`d5)oTxHE`NvijE$FHzY>ec+5P+b;|@LuH{
zSR~<ZkBMy({GmQ&h84BMo;q=e*%-WtjN!cX^(Iy++sZ$}nPBmfRRg2g=%}{)Q^}>C
zNv&rlU(*V&4QKAuhQ2q?nfrV0Br~q!HnSNK!_{csfK@qc!E4tv;adCRS5Qy4dO(J~
z@t0&KeSayfQO|mp19pX=6KH~CMC43$C|{q#t_ODmHi<vW9z=n<Booe@4B*5Q&db3B
zMBpV$-<i`E-KbmxsS&*glb^&%NElIq`=oRd40}sfnTi6;cZo9ylZ0$Cyq5?qzUgGD
z>08WkuRU`wjHL;@xaW0teX8o|@ozaH%c#cw^d=SkLUiB(X`VK9`@nW}n=(uBT??@-
zyE!6e8y2aqg|Ah33;Y`aQE5!B8>qfdcq&;Tv%B5(`yN3q^wTZg@>Lg5X;k9>JTkGQ
zyuW&gG}2Jx<G~!t!RC+gY<r2qO)Qq}_T71LjKQ?s!G9#=<7<Nz3g-7CR<Fr(%e#pZ
z*bfqk`w1E|5={RS>U*QA)$^Kc@386bzpDBuVKhY8!UsOFC1f=?HQ0-bbeoenjS(q!
zF5;oyO_j;VzC^XOu{3xti6o?%<Gp<sw8AJ&u)j7S`pkPZ$Vxe@&o*fMR?v$yn1z*J
zgFcfjt(FH<_(32D&0YU@osF(1oPE21xi6n7bNE%}fd^U1xZ2IfN9Pmdgp}^JJ<MGF
z&SL1C-Y$ms)0*`%S)Uzx@{TgwU;|UR9OF|#)K_)+jGk7NuV|J1-xP0JTV~_zc(6Z{
zpZwOql&qLqXz^<cT&C+@(ai3tklgU2(BIQXi9Eg{V$W;rYg|sd`pTj4@>!}Zs3E3E
zIMU*9IA%}#VCDg+j$d&ej{vZc2}-b&lap|a#R$86#Lq$@cSOmd6b+)WFc5Rq9&M>5
zbVwS;h&b&9GRm1<SYu{pm5~4K=aW8(ug@7ed+(+0FKJH5+TSJ83S36>TB7(?GFh+3
zneel|TRY9%@LYKE8nv_+<JfgOLH6{bPKS7il{N2qe*fmfAtl<;EcKy4>-)DFruFf9
zBx5)#t*>Jxo$$lA*7lX^C8UWoRA)Zbc@Z+)Qhd^Sag&R`>GCDI;=tQkckJc=k-H9C
z%ja~;N1NYHxc-IaMXSit%=5jDZmmB*>ni4k&+sMs`cn5s+0D><&>B^6eAV#xnUW#D
zrPh*0lxEp6fETH{QB93jP9!%fDp9$8H`7yzH~P~}+tF7l-a=#<VPsm0=1ojRt?hY+
zq!^|kPA2u=zj<depWaf8P%8sJ!^`}O5vV%>GPhcYo2U#`whN;xbcwZ8U3^~6X7=S#
z&i%soM>Fcgzl?hqW_(2WrjhKb|HDjO)t5x9_|u+;Xz}(ijDt0=Y3!OQ9wrg}BKAV2
zzORD*Byk^_HE0F(Oobpd&ca=YB3^+o{+t$1OFfDUMVuFl$FGgC7H2zqOP)fC;fw2K
zE;iFS(t*580*k&p%UlcLlz8gt73_vgITIHy!PWPzPy!d@^a8$aN5zxYz?qHwCDbm(
z)uy{F6kqI7M`dXjZg+Lf2SKs7$Db;UeKu8}H5}h^>C@+tvd;|Fi9`vcqd}Zgwpv`x
z^+Ez@r9^=^fuZojotvz0$r}IEpuZPf+|c+Mja_Hx`~DH*rNAH1b4p6gseng}l?bFx
zeNnh^wS<YhJtS0?*^S0nVP*l!7<g&Msuk~)6g*DOuapeDoYAK#wB(^2-4L>VwGxy<
zCzZe->~433wZ>B@FMiIl==sfOt;B8;#`uBhT6Fd05`yQP%R{sW&Y!ihMLQq6u*wuN
zJ@p?UZO%Dk5{pUuNiX_f5*>@@yhxt&#)IfgY;hl*j)f~fssBxW-LKZx()-iix#_Nv
z&%>wc1YYXCmA<!J9`=pOl_Khil@8|@4KrSkr3;)x%cz<TytkS~ihF7qA@{7N-Tt^N
zb?S#7t~N!yKgNi?z7jS-!mA!MK%-@Ywo&*8<<^LTVKjzg`f%7?>M0X(0~IPb6T9-%
z%94Kpj|OFfB^V-g<K5paQt{vPS~Bxv_MYL}NRuY``A(RlwDX#lY4sVK@GY%m&#*Lf
zpA_CD;@w8CQ7Jm56V!Ld?&(b86%_AcZ>akqL*JhrE!|7_ci)lzY1z&i-?~^b;HgE<
zgl>CW-n8@A%v##_#;zqx9vFKV9*C_t>V}2JqcwVh;_)q}ilwJl@tj78aI)?F7IwY(
z-`>lAUJQ=U4elvI=j&}_P}JNT92ck>Xy3(XYG3~wV&O%oBgoxf5QBF17ARhg3CuHj
z&%g1SOv@ZUI)!xQG@0kNz<0c8eII(4ISgy2aK;CI(v?UQ`&_W!ageiV&@|=rgjA;C
zo#}9WpRI@UD$~cb@`RG)Os0EWRYm8?<&)5Pcg{)8l6&f+2J7$xac5;tnO$v3MFP%M
zMG`$n-@6l(RO2f)wzhWGr4O&2giwiMp|AhpYS3qI`Ch{D8>ZFmg`exD@Op4~uZ}3_
z<nTvo$o3vxo7PV^HH}I_$LHb+<ECFwjs<Vtkbh)n(d}Syi&g6#-o^r*eCY*)9imJf
ze1XLJ?is<G&kZaZ0y3w1>sj^dHwmhC{`?@+D}+4=k?dde$poR)I{vsCD(8ea;4{9#
zKeFjH)LsIS?HT-AeyDb|L)kCKcPfOq9`yaQL0L5wOgkU&p3K!tb_bJE2iIE$wbBQn
zmvrduFQ7axQ3$5ji&bwCX%$NJP2j1Rk>NO5H|}JvvRd@rx7Zh}FJ}_@K(ldjuHN<R
zhSOQWizJL!&zMwVcvn#m7&5(4vpT532^xaN+2AHSX(`JN3-Y!?y-?GH1~!>~@=xo_
z;TQHMSH_YblKS2FM1uiAkgg?XcEycQ-h4;>Y#TM{k2^nv(x){vc@BPEOy6LXct-uB
zCxeGUI*!Mu?l_5e<x2n1dq(s%*jK;4a+E3_*?T8ndjEMu{FsS}&tZEkEt~TsCqiN4
zOE9oYN|Fn#jwLVcxyk-&J*yFNxX01MFUd2|o!+hbkn5H!?csWzN6PR0ZN?-<hK|Rf
zq0+1tL%bT!gAURSt_PmkFDZMHWIdkbsne6^Gl_*QHBlG_2JsBQ*QuA@q9LzKlgnsw
z@22ioOLk{ZmmV*N(+k^fp8;mpKLg=o5A2k6Kb+?|_i9Ye;k;c(?prGD7b}o&m69GD
zO|{YHHK1kJ_~hxv_UC6JHF;;!f*26xf*kUYe5!N_$k$_Zb|T;G?wAczm6Pi+I6ZJo
z-#DE*mD0)%d_>+*8;}ZCj9PDxU#?mNRK)5>dmO|D9}TTiIVC$S3!g?56-ZkfQ$CBZ
zlclZ^5uxfI&AQ3gJx+?oWyoVa53dNnw=^reH!8OF(YEW;`A^<L>-qXI*TObjJ9W4k
z8peZP=M)f8*b)}Ivf0VLP8AL9^jVcyBkA5@y4t)?EM(+Ldxc7XO|pEP$;N?SJCta=
z;VT?86m~I*)iWK`V3y6i*SQ^rU(oa(u2V}(xtg{7D8RbZbsPSh3TWCv1HFzND!ADH
z)hpm6>n85)gPuc!s-%Unx(pAMfx&$vtRhuQn@8Cp@b>5m7V}4nL&Z5<7Z&GLUrf5Y
zmslUO$aYCf4Hp*cI8EY`rA37$J!T0y?-a9Z@BCpDvMs#K-w}7$*>>V;HiN{T(b`DE
zEuRgG>?9$>-x5ykyQAIDlf^~12Q{&^wI*=hh%25dxL7`DKc9%HJ&MbS^j`J3|H^p+
z)E3o`525@eL+#7@LkZ6!HJ<t)aFfu%d8~CUjz&N#*|M3Whm@4u_JT^O1LIj58XLY$
z(`zq2I1ILm@x4lHk)|niG=6a{5O+Ci$4|Bgr-s^a)OQ@3E?HTXmdy5ka6&-n))Ufz
zI@%-_K0BF9vFM-T<~H-)k%DnrrMOpiZuQzj_e<ced}u0gN9v~kZ1ea9w(Dt^JJWDd
zR#j>jk|afAx78W0%rhoCd=CQoMc0n(qrGvLx`ivN<KHfK@$pqJSsx#)d@wA1)>&jY
zI9s^+cb;qIbBWYzSvk;<Tz!+f9kyNS$XKjfh~p~C@%5<vhg#gIsN8&3@ypL)XqpC9
z<}@QoeXze->E<RMdCoUE7(5xZvUqqn$(zl?nfk)D%<I)ns}KwFxE>NJJtxZ-IR?jZ
zc5PKv+dC(}F3L(ur^;b*xdUaZrjl8#BO-)DGMY>|$}#WyI+J}ZYhu=ZsgHkc;rO<{
z?NP<DR=$^>n#b#Hnjq|ANZ~Lg%j|nq$~DQoCwh&Tin?jEyT*TecXQ6LtbDRVK+Trh
z4jea(F%^&Zxm<jOjJHmXe!9B+I1VRUx$^4DYJ-^UsZ7-e_j@9gLS|hh$pURjO>lt2
z9!Z36K4@0MoPIsyj)sS=zk$J;RhPT4QS;iz>;67&s@qF}U39g!TxunqZfhpqcx4WW
z<$~;Gwzl2uMwM}<aaWm))#Q$?rGLTE-@~a=gOAI@i#36e*7#l$_-M_0J|Kx8i-hWe
z9-FA&Uwh2ivkStIUbEZz6ve=(E`E=oN~UX#i`|<TuR1eh)a!edq|4<hGk5n*_J>#e
zt_uXOj)4ebk-W@C%{y1fyr=Em8`re$#n0~Gm(fq;y2o;|)E|(p)RbnSQRc+9wbfCj
z{_R+VVU%gNjb)`nl+I@~!T$oAx|&tFZlHQv$MyxLYwm}=8H;mj39KKClk-%mv!?>*
ztOf@wS6@pmnyocQo4IJW+k!S{8O%cCs>;gSAIebz4(!?A^Y<Cj<$5~?zb8&8qpFrp
z1b8&Je6_V#6qdhtifJZNr@dIjxnByQzu0-{6YQzicQ6WU9GEvR+uzE2UM*7qilu?a
z>vv;vp0CGRMc12Lk6fQMoXyzk*h)-qj9E<uE`?5y@z?${7`9$t)|3^{hx7Po_lG)4
z91op#3-kP^QN3?*vT6Q@TMOe!xCbKfNv(Q=%SE5#P(Izc5P-V*c>Q{3z{~#j_!IMh
z*m4}?@;H<YZoE<#?EG@Sn&^91YW3-gVP^yYczR~o>cG3MA}qT<j4Knrm)JP{PE9n?
zIoGQV58a7<a;L7NuqJsZDaZUOWhg0$fLvhYHrvgu@}XDa#p5~tG(VeE)aOfBY`>E>
zQp=xLVT)A@=H#Nf`vE&tC-+#A&WE$c^Zr^q2x8vKM)=G$-yf{75~GWd-3#I|QhpJz
zcPOcWvv?S<(U!LG;cg{QI}5n`#tkPAHJ<s8R>t$RY#VdBHWIw3{`ycMHDav962JUz
z5zoPnK66XmKDR*Vhr2>+5;f_jh7(_}o2=P%j?`=~7s>F+`iKZj-p%)kRe`)%VT1ww
zqKQm@waHh#PO3W)IUT0Auz?YHvW|(2oCykP#-607w67K5s7LAPW%}3Vu|s7K%m{Bb
zKeOMm?vN~5zLBE7Ywl-G`3$Aa8jih0sL-62>Z=Qf4@@7WIWNn>v5fcg1cA1-qVCte
zUy8I`&nJ~i1*GH@xEBsNChZTK3l%2Dav1iHAG&k1>zTZNPmwVun)BVr!~+h?hTS{b
z+iPlvkEML$CLX{MaN6I+jLO~Kj9$=fC-Ig;t>j@n5q^IH-^YO6RSpL6r4!-Qj&DVE
zC8h4a&LsO6Nk9!JG$K0ss8@3PyM90hOJY2aFZtqP2Fo!czyR6um`EASyxErjjJ5_l
zd&T8|!w24_l$-Xavx>~Aa`)NU1-C`8EB`7z-`iV%`_`8gW1E!%cDi#R{wDz^Z7J&G
z(sD=2_1luDs@%VRwQ{PeF_(JhTo*7;8BceH<KJsiGKYk1%JLl@@4M)pe`-H@@x<`m
zna4j0OPxHtf4yyvLc6$-!(nJroxk5!Zk{S^0}W~>x5)R1K|00ORa6~!Xk#cX?eQcz
zGDAEv*`HWy-gm`-e4k0I+5KY_nO(D_OOINl%+kq6qZZ5lsmCscKTqBAbXv~23zGDr
zN?H{(dNLM|o>Y278O1%#=|`=OEk4R^X&R|{J=K?-Xv0()5)$<I#8-R)4|ROFEq#12
zahigm3Hm+gQP<RLF<qTlciQu4<t1D7vyu$+wN)yrkGzE@#ZK2eBZvv;>0`L_SxG7>
z$vAn;%#H?faijrdt#MrAo3+PRj75J;*9n>zYHbYsqi7tAr<V1AU;{2lDllMe72<<M
zH@wyl?ld$UU7d{MlE$M%z0<I<iC@R`K<WC7Hmfw>ohQmoWnBq;^?BMYO%pp(Qqpd}
z4r^|?)(0KMxQxb4QDqFiUHD@pRVZ-72e9X@kJ?%2$LZd(Cn<6<&!WhBqrkXsj|4RS
z-{$q%R2|l5r*YHVBq19KR;#k>so(JXmv`FR+vS1kSLYt2E;29BgAx#p>V)ER&{-N4
zJTWU0cF=xy=DE^#SDCrj?oP8(PH_Ym9|OP@@CU({i^f3l*=f{CJ43I-3L0+Yd;-Wm
zU;0^|2%Y!M04U9X+7=iQnazW!bFgnL(2D}VNVmXfC)J^f9*m?HC7qEYt6m(<M_qm}
zf|3F$!NQVZ=Zty_9|IZE)uo;Q5_pxLMY{Z-6MZamc&8~2-Y*k&by8d)1TF(kIpjf_
z+xPDFYr8+nZ?t$_SAR+bfE}FVYn6J}=QmgY^Z?ftfd?Hy)34_Ns_oT1OuWSfm^(i3
zXaocVGIx4q>sQTzu5uo)2o|+!J+FF5gK2@yC`P=**H-YQa&?4Wfw}L)V7Y}Fvg1)H
z{zU%aoyWAwGnjDpUN0X#kt)}&Q#r>G_rnZ&LY*NXuJLG`EYE&GgTgj=*v!8muZ33(
zE=zxbvE=Jz8RkS_n(HSgYmrX_*F<P;K9x<|#4mICk|3hguRY%`7<lC=R`VsGnSi0J
ztlz(XA9Tds3uL#!+wJ7^@wVb`fc=_VTiL<+JNyqY-{$7#c?U-*blkJDDqs-ONl00D
z(Z<fm@Btx@s8*Sno+FItn3a`PY*JFv@*eQy025!g<SU5zX071v?*6Yv<MwSuCnu*u
zU*T<+dfIeiH%r4<0Adl3@qY`o-Da^MS0w`eJSZxP?1NsxGvGF7fI(lHs*?jM_2}qG
z<nc*BMMcH=(xsSiu+CPv&AEcI9qI!JU5Loa4GidjrXodHG(W$4U?T5xDBWAii9z7l
z+1U^-wWRva&iuUBTJ{9Q#2mo<fB+xL2~F9GQBDJC9@F(8+myh-XKn&Er&nk~%EH1z
zKtwbP0(TXV$wPTkyDsoi05HHKRS$(hx67@b5~PuKm8NtrycLL<jn(q0SpZ(1z?+8P
z3Y?{ZOy~Chpy<lrOqiLSMT3Q0(5#xy*%^R*?_esjW<=?axPJkh>t>F91cq@$gO9*!
zKoiXXNR)EfjvQfo;0tEp(<3D|YE)_`dwIJ2XBfmupnBQ@KUuNcoDvcZ02RIcRPFV^
z;~jlKh3A?hsS)Q35W=6FC$91)cC4rf8C#wl?b{E$Aw|9iOc)?Bv+@*6FhDOh!CNhc
z!XnHen!4kE7vaqQX<wh#(N?E0@RAo0OqTJQ_Zk0xD-A&BiMme93mSZ?=T@3Uxo%9~
zK+ry*lHjTve6qj;MDsdA1q10P1%!}oS4uE~ZNty22(D^!W*LK_dvdhd^33?`jX=w}
zLSq4w3>Y~`QB%V4M>8<0sZ3rT#|K`>K{ULs4^$VZ7#I*xS=@P?&dkg#Pp^PsZM^bM
zbHRZNyxYaGK=3>J`1ni%w*`obI7|z-%~{2v0^<wJ%*;LzHg^TZH76%$rrTUAL_t6g
z=LIJ0yF<76#UlXXCf%DlJs}nr7ETa0XNLHIutV|35HK_&U?9u`1jz*PbSt!H=>Kq6
z0I9M<#2NvPHGm<3)D-YpV3ssjHZo!W6H1iPQ5!epQU-H1+rVdwP_!^Bkahq*+uf4d
zCDy9o5uWSIx{2W9z#7l2ts!9h&U<}`EBKuOf>rOMK`_{~Z3RdnI0C*0OL((B>ovQ`
z#fC{a4gVLCQ=PK<xq~)~1SyL*qm}0FT$rtdv48_xzp*pB0<2yetruOU0h&b|*tC~S
zNQjA_nrzGd`iI}n9Q^a%yAp-0c4ro<>t4INbuUv=A`n*8^sDC$@IbjP^<|kn(0{M1
zl`mxaLL;}6+$Hd*Aq1?Tkp?oJOltgSV2vdRTB(#}4>2m}p@~ce@;qPDhXL*@bWocM
z0A}9zToZ(25E}f;7jgKpSp@{hK%||gU&M^WXkeXWlntOmcvY~O7XvJh%x5+>wj~(*
z{o?O}pkso#{$V5utjEw2p(*o5DB>!H@)9u$Q3XS90J%KVsw+VKMFJCwygI~g+8m2&
zp1`Ij8@O@B?+FUZ5ZQtj6)<_oKIj*{08$(L?329k3s&&-6i2cNRo)L^vNu|YWWt(+
zjP{Vw&|;81i$m-P(B?)6Y`6lk=QLHz1cQn9?gw4%sMC>Z=qLcL{9e6hFg?R_ayZ}$
zN2Fi(N9^Q#e+M<GSXg2p7lUAXBVX=Q+xFlLhqC2p&$T+*AT0-$hl{M5Bd98Tx4EH3
z1sWP$fSSny#3~U{QB9B)d5ObCLpkQ&(cWgCy||*#KP!l&i9$z)uqRKl;p(xnA8j;I
z^!@gvlX67@e_FX3Oh^j|fM%hLgYbQbdmVxBp#6v9M3@4ifk#yL(C`5XDyZY6`nk7n
zAkiUUqLJPgTD<3%#w#yFtCA-G%g)vZ<7>UwMV6qW<KtpTIwScFSU0Bv4}}=6I2jDh
zUf_q9mxbkk7!b)b%rbOPFMwbdx;2^}OwtD6t)+x4Ao3f6<q`#hFPoO0*MhDH=+6%+
z6MAJM_c6Yr!t{RyZO7#n5cKW_B_@pX90uggn&bfX{fEPOBdj7|UkoPPe&3w)#Mf}d
zD=#a{4CI49I*wGKff5*0O_Ic0JAH4Y*&E>|LCL^?0Sh+VdXZ&8Q$^v%o(p8OSY^;i
zZW8V*NL~ohz(X&POF-M738Gd8Eae#zAOkFGZ(|1LX9LUQqhMGxEMdg}4)gF3sg+4M
z4AlcRNkvVKsN<(0uKBI!5e&gIfUhD-acIth^l})1&NDFP%o4gGhl%j6G4hq}3kVH~
z^#4G*Wk6Ku^Df_c3<Mzvkxm(JRO8|99$ORL4MV_nZ^II4rT}huWSx}98k9QFKuj|T
z5p<^>As}`B_fa(yq#X;ASb~|J;q#hs#u6bBnS-J02`RE@eYl%1^5Ewe6Sb1uw{I;^
zPmUp{0k>u`Kuf1rR-&O7$TWyUny;-_hr(k6-gH<8{DU;%04WDi1n;n)3Q;JVzHJGF
z=I-5_jd#prJt79ExRC?tYXW!QEC6*!;7S%g0<gLfXk1aarR(Nt;Xxk;Y#31H*>EY4
z)EcA!;Q<f+M&g#4koVbWAVzNTK;0*qCgtZl7A6aGadX=Wu-xEvhVc;g6p2<8TeW2a
z35(2M<h=u?ZnqB25f)=%f)v#rU;tKqnx8L#3}hq>1kF1_At&;yCyk7lm>9ZN%)n(K
zAt9-Upr%%l+4TfLL$RulP{f3QAS<lVs85ijuse9PrLd`#BnIEp0vbOo_AtR3e>10_
z6&fBuO9udWvHwJ&rvW?-guZ@#5pM9%@5NG_0g_9E@bC#ECV^L*eN2%Cx{Ux041;3c
z7k>fn!O)|DtNQPN8XY+HU<pXgzjWghx`Z}~bp#EJzlw&&lh2<o15^LtUZqFY2!fS@
x<(#r4B^#c>H|CKc{l5nD{}7u0pAYxs2J*Z~#Lk#CLH8z<s-gzAP{AVPzW{Q}eNF%X

diff --git a/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt b/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
index a3c0144c2..c52f0fbcc 100644
--- a/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
+++ b/_sources/auto_examples/model_fitting/EELS_curve_fitting.rst.txt
@@ -38,7 +38,7 @@ png file.
 
  .. code-block:: none
 
-
      0%|                                              | 0.00/42.3M [00:00<?, ?B/s]
      0%|                                      | 37.9k/42.3M [00:00<03:23, 208kB/s]
      0%|                                       | 130k/42.3M [00:00<01:50, 380kB/s]
      1%|▍                                      | 417k/42.3M [00:00<00:45, 920kB/s]
      4%|█▎                                   | 1.50M/42.3M [00:00<00:11, 3.51MB/s]
      5%|██                                   | 2.31M/42.3M [00:00<00:08, 4.76MB/s]
     11%|████                                 | 4.62M/42.3M [00:00<00:03, 9.90MB/s]
     18%|██████▋                              | 7.58M/42.3M [00:00<00:02, 15.5MB/s]
     24%|████████▊                            | 10.1M/42.3M [00:01<00:02, 15.6MB/s]
     31%|███████████▎                         | 12.9M/42.3M [00:01<00:01, 18.8MB/s]
     37%|█████████████▊                       | 15.8M/42.3M [00:01<00:01, 21.6MB/s]
     44%|████████████████▎                    | 18.6M/42.3M [00:01<00:01, 23.5MB/s]
     50%|██████████████████▍                  | 21.1M/42.3M [00:01<00:01, 17.5MB/s]
     57%|█████████████████████▏               | 24.2M/42.3M [00:01<00:00, 20.5MB/s]
     64%|███████████████████████▌             | 26.9M/42.3M [00:01<00:00, 22.1MB/s]
     70%|██████████████████████████           | 29.8M/42.3M [00:01<00:00, 23.8MB/s]
     77%|████████████████████████████▎        | 32.3M/42.3M [00:02<00:00, 20.9MB/s]
     83%|██████████████████████████████▊      | 35.2M/42.3M [00:02<00:00, 22.7MB/s]
     90%|█████████████████████████████████▎   | 38.0M/42.3M [00:02<00:00, 24.2MB/s]
     97%|███████████████████████████████████▊ | 40.9M/42.3M [00:02<00:00, 21.6MB/s]
      0%|                                              | 0.00/42.3M [00:00<?, ?B/s]
    100%|██████████████████████████████████████| 42.3M/42.3M [00:00<00:00, 214GB/s]
+
      0%|                                              | 0.00/42.3M [00:00<?, ?B/s]
      0%|                                      | 46.1k/42.3M [00:00<02:12, 319kB/s]
      0%|                                       | 125k/42.3M [00:00<01:31, 460kB/s]
      1%|▍                                     | 515k/42.3M [00:00<00:28, 1.49MB/s]
      3%|█                                    | 1.15M/42.3M [00:00<00:15, 2.68MB/s]
      6%|██▎                                  | 2.66M/42.3M [00:00<00:06, 6.20MB/s]
     13%|████▋                                | 5.33M/42.3M [00:00<00:03, 12.1MB/s]
     21%|███████▋                             | 8.72M/42.3M [00:00<00:01, 18.4MB/s]
     27%|██████████▏                          | 11.6M/42.3M [00:00<00:01, 19.8MB/s]
     35%|████████████▊                        | 14.6M/42.3M [00:01<00:01, 22.7MB/s]
     41%|███████████████▎                     | 17.5M/42.3M [00:01<00:01, 24.6MB/s]
     49%|██████████████████                   | 20.6M/42.3M [00:01<00:00, 24.1MB/s]
     56%|████████████████████▋                | 23.7M/42.3M [00:01<00:00, 26.0MB/s]
     63%|███████████████████████▍             | 26.8M/42.3M [00:01<00:00, 27.5MB/s]
     71%|██████████████████████████▏          | 29.9M/42.3M [00:01<00:00, 28.5MB/s]
     78%|████████████████████████████▉        | 33.1M/42.3M [00:01<00:00, 29.4MB/s]
     85%|███████████████████████████████▌     | 36.0M/42.3M [00:01<00:00, 27.5MB/s]
     93%|██████████████████████████████████▎  | 39.2M/42.3M [00:01<00:00, 28.7MB/s]
      0%|                                              | 0.00/42.3M [00:00<?, ?B/s]
    100%|██████████████████████████████████████| 42.3M/42.3M [00:00<00:00, 270GB/s]
 
 
 
@@ -68,7 +68,7 @@ png file.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 9.312 seconds)
+   **Total running time of the script:** (0 minutes 7.541 seconds)
 
 
 .. _sphx_glr_download_auto_examples_model_fitting_EELS_curve_fitting.py:
diff --git a/_sources/auto_examples/model_fitting/plot_residual.rst.txt b/_sources/auto_examples/model_fitting/plot_residual.rst.txt
index 52052599e..5dee7646b 100644
--- a/_sources/auto_examples/model_fitting/plot_residual.rst.txt
+++ b/_sources/auto_examples/model_fitting/plot_residual.rst.txt
@@ -110,7 +110,7 @@ Fit for all navigation positions:
 
  .. code-block:: none
 
-    Exception ignored in: <function tqdm.__del__ at 0x7f2b67f2e840>
+    Exception ignored in: <function tqdm.__del__ at 0x7f73bb6c25c0>
     Traceback (most recent call last):
       File "/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/std.py", line 1148, in __del__
         self.close()
@@ -118,7 +118,7 @@ Fit for all navigation positions:
         self.disp(bar_style='danger', check_delay=False)
         ^^^^^^^^^
     AttributeError: 'tqdm_notebook' object has no attribute 'disp'
-
      0%|          | 0/10 [00:00<?, ?it/s]
    100%|██████████| 10/10 [00:00<00:00, 1447.81it/s]
+
      0%|          | 0/10 [00:00<?, ?it/s]
    100%|██████████| 10/10 [00:00<00:00, 1495.72it/s]
 
 
 
@@ -164,7 +164,7 @@ sphinx_gallery_thumbnail_number = 2
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 0.644 seconds)
+   **Total running time of the script:** (0 minutes 0.517 seconds)
 
 
 .. _sphx_glr_download_auto_examples_model_fitting_plot_residual.py:
diff --git a/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt b/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt
index 38ac64481..693e63053 100644
--- a/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt
+++ b/_sources/auto_examples/model_fitting/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:10.313** total execution time for 3 files **from auto_examples/model_fitting**:
+**00:08.417** total execution time for 3 files **from auto_examples/model_fitting**:
 
 .. container::
 
@@ -33,10 +33,10 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_model_fitting_EELS_curve_fitting.py` (``EELS_curve_fitting.py``)
-     - 00:09.312
+     - 00:07.541
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``plot_residual.py``)
-     - 00:00.644
+     - 00:00.517
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``simple_arctan_fit.py``)
      - 00:00.358
diff --git a/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt b/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
index 1abf9b6d5..ba146e010 100644
--- a/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
+++ b/_sources/auto_examples/model_fitting/simple_arctan_fit.rst.txt
@@ -42,9 +42,9 @@ Fit an arctan function.
     Active: True
     Parameter Name |    Free |      Value |        Std |        Min |        Max | Linear
     ============== | ======= | ========== | ========== | ========== | ========== | ======
-                 A |    True | 0.99919117 | 0.00208711 |       None |       None |   True
-                 k |    True | 0.94472618 | 0.07551763 |       None |       None |  False
-                x0 |    True | 0.23365386 | 0.08081266 |       None |       None |  False
+                 A |    True | 1.00402124 | 0.00214365 |       None |       None |   True
+                 k |    True | 1.00345924 | 0.08525131 |       None |       None |  False
+                x0 |    True | 0.04986170 | 0.07930434 |       None |       None |  False
 
 
 
diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt
index 6bcd3fe71..4a69efc3f 100644
--- a/_sources/sg_execution_times.rst.txt
+++ b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:10.313** total execution time for 3 files **from all galleries**:
+**00:08.417** total execution time for 3 files **from all galleries**:
 
 .. container::
 
@@ -33,10 +33,10 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_model_fitting_EELS_curve_fitting.py` (``../examples/model_fitting/EELS_curve_fitting.py``)
-     - 00:09.312
+     - 00:07.541
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_plot_residual.py` (``../examples/model_fitting/plot_residual.py``)
-     - 00:00.644
+     - 00:00.517
      - 0.0
    * - :ref:`sphx_glr_auto_examples_model_fitting_simple_arctan_fit.py` (``../examples/model_fitting/simple_arctan_fit.py``)
      - 00:00.358
diff --git a/auto_examples/model_fitting/EELS_curve_fitting.html b/auto_examples/model_fitting/EELS_curve_fitting.html
index fbb7bf92b..da6385f0f 100644
--- a/auto_examples/model_fitting/EELS_curve_fitting.html
+++ b/auto_examples/model_fitting/EELS_curve_fitting.html
@@ -471,27 +471,25 @@
 <p>Performs curve fitting to an EELS spectrum, plots the result and saves it as
 png file.</p>
 <img src="../../_images/sphx_glr_EELS_curve_fitting_001.png" srcset="../../_images/sphx_glr_EELS_curve_fitting_001.png" alt="coreloss_spectrum Signal" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>  0%|                                              | 0.00/42.3M [00:00&lt;?, ?B/s]
-  0%|                                      | 37.9k/42.3M [00:00&lt;03:23, 208kB/s]
-  0%|                                       | 130k/42.3M [00:00&lt;01:50, 380kB/s]
-  1%|▍                                      | 417k/42.3M [00:00&lt;00:45, 920kB/s]
-  4%|█▎                                   | 1.50M/42.3M [00:00&lt;00:11, 3.51MB/s]
-  5%|██                                   | 2.31M/42.3M [00:00&lt;00:08, 4.76MB/s]
- 11%|████                                 | 4.62M/42.3M [00:00&lt;00:03, 9.90MB/s]
- 18%|██████▋                              | 7.58M/42.3M [00:00&lt;00:02, 15.5MB/s]
- 24%|████████▊                            | 10.1M/42.3M [00:01&lt;00:02, 15.6MB/s]
- 31%|███████████▎                         | 12.9M/42.3M [00:01&lt;00:01, 18.8MB/s]
- 37%|█████████████▊                       | 15.8M/42.3M [00:01&lt;00:01, 21.6MB/s]
- 44%|████████████████▎                    | 18.6M/42.3M [00:01&lt;00:01, 23.5MB/s]
- 50%|██████████████████▍                  | 21.1M/42.3M [00:01&lt;00:01, 17.5MB/s]
- 57%|█████████████████████▏               | 24.2M/42.3M [00:01&lt;00:00, 20.5MB/s]
- 64%|███████████████████████▌             | 26.9M/42.3M [00:01&lt;00:00, 22.1MB/s]
- 70%|██████████████████████████           | 29.8M/42.3M [00:01&lt;00:00, 23.8MB/s]
- 77%|████████████████████████████▎        | 32.3M/42.3M [00:02&lt;00:00, 20.9MB/s]
- 83%|██████████████████████████████▊      | 35.2M/42.3M [00:02&lt;00:00, 22.7MB/s]
- 90%|█████████████████████████████████▎   | 38.0M/42.3M [00:02&lt;00:00, 24.2MB/s]
- 97%|███████████████████████████████████▊ | 40.9M/42.3M [00:02&lt;00:00, 21.6MB/s]
+  0%|                                      | 46.1k/42.3M [00:00&lt;02:12, 319kB/s]
+  0%|                                       | 125k/42.3M [00:00&lt;01:31, 460kB/s]
+  1%|▍                                     | 515k/42.3M [00:00&lt;00:28, 1.49MB/s]
+  3%|█                                    | 1.15M/42.3M [00:00&lt;00:15, 2.68MB/s]
+  6%|██▎                                  | 2.66M/42.3M [00:00&lt;00:06, 6.20MB/s]
+ 13%|████▋                                | 5.33M/42.3M [00:00&lt;00:03, 12.1MB/s]
+ 21%|███████▋                             | 8.72M/42.3M [00:00&lt;00:01, 18.4MB/s]
+ 27%|██████████▏                          | 11.6M/42.3M [00:00&lt;00:01, 19.8MB/s]
+ 35%|████████████▊                        | 14.6M/42.3M [00:01&lt;00:01, 22.7MB/s]
+ 41%|███████████████▎                     | 17.5M/42.3M [00:01&lt;00:01, 24.6MB/s]
+ 49%|██████████████████                   | 20.6M/42.3M [00:01&lt;00:00, 24.1MB/s]
+ 56%|████████████████████▋                | 23.7M/42.3M [00:01&lt;00:00, 26.0MB/s]
+ 63%|███████████████████████▍             | 26.8M/42.3M [00:01&lt;00:00, 27.5MB/s]
+ 71%|██████████████████████████▏          | 29.9M/42.3M [00:01&lt;00:00, 28.5MB/s]
+ 78%|████████████████████████████▉        | 33.1M/42.3M [00:01&lt;00:00, 29.4MB/s]
+ 85%|███████████████████████████████▌     | 36.0M/42.3M [00:01&lt;00:00, 27.5MB/s]
+ 93%|██████████████████████████████████▎  | 39.2M/42.3M [00:01&lt;00:00, 28.7MB/s]
   0%|                                              | 0.00/42.3M [00:00&lt;?, ?B/s]
-100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 214GB/s]
+100%|██████████████████████████████████████| 42.3M/42.3M [00:00&lt;00:00, 270GB/s]
 </pre></div>
 </div>
 <div class="line-block">
@@ -513,7 +511,7 @@
 <a href="https://hyperspy.org/hyperspy-doc/dev/reference/base_classes/model/model1d.html#hyperspy.models.model1d.Model1D.plot" title="hyperspy.models.model1d.Model1D.plot" class="sphx-glr-backref-module-hyperspy-models-model1d sphx-glr-backref-type-py-method"><span class="n">m</span><span class="o">.</span><span class="n">plot</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 9.312 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.541 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-model-fitting-eels-curve-fitting-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/037b5aa4752b41748abf69bba9d1cbe4/EELS_curve_fitting.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">EELS_curve_fitting.ipynb</span></code></a></p>
diff --git a/auto_examples/model_fitting/plot_residual.html b/auto_examples/model_fitting/plot_residual.html
index 571d5e602..4d4850723 100644
--- a/auto_examples/model_fitting/plot_residual.html
+++ b/auto_examples/model_fitting/plot_residual.html
@@ -492,7 +492,7 @@
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="https://hyperspy.org/hyperspy-doc/dev/reference/base_classes/model/basemodel.html#hyperspy.model.BaseModel.multifit" title="hyperspy.model.BaseModel.multifit" class="sphx-glr-backref-module-hyperspy-model sphx-glr-backref-type-py-method"><span class="n">m</span><span class="o">.</span><span class="n">multifit</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Exception ignored in: &lt;function tqdm.__del__ at 0x7f2b67f2e840&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Exception ignored in: &lt;function tqdm.__del__ at 0x7f73bb6c25c0&gt;
 Traceback (most recent call last):
   File &quot;/opt/hostedtoolcache/Python/3.11.8/x64/lib/python3.11/site-packages/tqdm/std.py&quot;, line 1148, in __del__
     self.close()
@@ -502,7 +502,7 @@
 AttributeError: &#39;tqdm_notebook&#39; object has no attribute &#39;disp&#39;
 
   0%|          | 0/10 [00:00&lt;?, ?it/s]
-100%|██████████| 10/10 [00:00&lt;00:00, 1447.81it/s]
+100%|██████████| 10/10 [00:00&lt;00:00, 1495.72it/s]
 </pre></div>
 </div>
 <p>Plot the fitted model with residual:</p>
@@ -514,7 +514,7 @@
 <li><img src="../../_images/sphx_glr_plot_residual_002.png" srcset="../../_images/sphx_glr_plot_residual_002.png" alt="Signal" class = "sphx-glr-multi-img"/></li>
 </ul>
 <p>sphinx_gallery_thumbnail_number = 2</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.644 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.517 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-model-fitting-plot-residual-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/971c2906ad663020c2e6701928a24c9a/plot_residual.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">plot_residual.ipynb</span></code></a></p>
diff --git a/auto_examples/model_fitting/sg_execution_times.html b/auto_examples/model_fitting/sg_execution_times.html
index 5a476b4c8..502410753 100644
--- a/auto_examples/model_fitting/sg_execution_times.html
+++ b/auto_examples/model_fitting/sg_execution_times.html
@@ -440,7 +440,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-model-fitting-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:10.313</strong> total execution time for 3 files <strong>from auto_examples/model_fitting</strong>:</p>
+<p><strong>00:08.417</strong> total execution time for 3 files <strong>from auto_examples/model_fitting</strong>:</p>
 <div class="docutils container">
 <style scoped>
 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -462,11 +462,11 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="EELS_curve_fitting.html#sphx-glr-auto-examples-model-fitting-eels-curve-fitting-py"><span class="std std-ref">EELS curve fitting</span></a> (<code class="docutils literal notranslate"><span class="pre">EELS_curve_fitting.py</span></code>)</p></td>
-<td><p>00:09.312</p></td>
+<td><p>00:07.541</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_residual.html#sphx-glr-auto-examples-model-fitting-plot-residual-py"><span class="std std-ref">Plot Residual</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_residual.py</span></code>)</p></td>
-<td><p>00:00.644</p></td>
+<td><p>00:00.517</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="simple_arctan_fit.html#sphx-glr-auto-examples-model-fitting-simple-arctan-fit-py"><span class="std std-ref">Simple arctan fit</span></a> (<code class="docutils literal notranslate"><span class="pre">simple_arctan_fit.py</span></code>)</p></td>
diff --git a/auto_examples/model_fitting/simple_arctan_fit.html b/auto_examples/model_fitting/simple_arctan_fit.html
index f10ec5d95..0216c032f 100644
--- a/auto_examples/model_fitting/simple_arctan_fit.html
+++ b/auto_examples/model_fitting/simple_arctan_fit.html
@@ -474,9 +474,9 @@
 Active: True
 Parameter Name |    Free |      Value |        Std |        Min |        Max | Linear
 ============== | ======= | ========== | ========== | ========== | ========== | ======
-             A |    True | 0.99919117 | 0.00208711 |       None |       None |   True
-             k |    True | 0.94472618 | 0.07551763 |       None |       None |  False
-            x0 |    True | 0.23365386 | 0.08081266 |       None |       None |  False
+             A |    True | 1.00402124 | 0.00214365 |       None |       None |   True
+             k |    True | 1.00345924 | 0.08525131 |       None |       None |  False
+            x0 |    True | 0.04986170 | 0.07930434 |       None |       None |  False
 </pre></div>
 </div>
 <div class="line-block">
diff --git a/changes.html b/changes.html
index e01734d86..20db63762 100644
--- a/changes.html
+++ b/changes.html
@@ -451,8 +451,8 @@
 <h1>Changelog<a class="headerlink" href="#changelog" title="Link to this heading">#</a></h1>
 <p>Changelog entries for the development version are available at
 <a class="reference external" href="https://exspy.readthedocs.io/en/latest/changes.html">https://exspy.readthedocs.io/en/latest/changes.html</a></p>
-<section id="release-unreleased-2024-02-20">
-<h2> [UNRELEASED] (2024-02-20)<a class="headerlink" href="#release-unreleased-2024-02-20" title="Link to this heading">#</a></h2>
+<section id="release-unreleased-2024-02-21">
+<h2> [UNRELEASED] (2024-02-21)<a class="headerlink" href="#release-unreleased-2024-02-21" title="Link to this heading">#</a></h2>
 <section id="improved-documentation">
 <h3>Improved Documentation<a class="headerlink" href="#improved-documentation" title="Link to this heading">#</a></h3>
 <ul class="simple">
@@ -554,7 +554,7 @@ <h2>Initiation (2023-10-28)<a class="headerlink" href="#initiation-2023-10-28" t
   </div>
   <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
     <ul class="visible nav section-nav flex-column">
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-unreleased-2024-02-20"> [UNRELEASED] (2024-02-20)</a><ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-unreleased-2024-02-21"> [UNRELEASED] (2024-02-21)</a><ul class="visible nav section-nav flex-column">
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#improved-documentation">Improved Documentation</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#maintenance">Maintenance</a></li>
 </ul>
diff --git a/searchindex.js b/searchindex.js
index c1d5b98c4..100e9e1bb 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["auto_examples/index", "auto_examples/model_fitting/EELS_curve_fitting", "auto_examples/model_fitting/index", "auto_examples/model_fitting/plot_residual", "auto_examples/model_fitting/sg_execution_times", "auto_examples/model_fitting/simple_arctan_fit", "auto_examples/sg_execution_times", "changes", "citing", "contributing", "index", "intro", "reference/components", "reference/data", "reference/index", "reference/material", "reference/models", "reference/signals", "sg_execution_times", "user_guide/bibliography", "user_guide/dielectric_function", "user_guide/eds", "user_guide/eels", "user_guide/index", "user_guide/install", "user_guide/metadata_structure"], "filenames": ["auto_examples/index.rst", "auto_examples/model_fitting/EELS_curve_fitting.rst", "auto_examples/model_fitting/index.rst", "auto_examples/model_fitting/plot_residual.rst", "auto_examples/model_fitting/sg_execution_times.rst", "auto_examples/model_fitting/simple_arctan_fit.rst", "auto_examples/sg_execution_times.rst", "changes.rst", "citing.rst", "contributing.rst", "index.rst", "intro.rst", "reference/components.rst", "reference/data.rst", "reference/index.rst", "reference/material.rst", "reference/models.rst", "reference/signals.rst", "sg_execution_times.rst", "user_guide/bibliography.rst", "user_guide/dielectric_function.rst", "user_guide/eds.rst", "user_guide/eels.rst", "user_guide/index.rst", "user_guide/install.rst", "user_guide/metadata_structure.rst"], "titles": ["Gallery of Examples", "EELS curve fitting", "Model fitting", "Plot Residual", "Computation times", "Simple arctan fit", "Computation times", "Changelog", "Citing eXSpy", "Contributing", "Welcome to the documentation of eXSpy!", "Welcome to the documentation of eXSpy!", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.components</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.data</span></code>", "Reference", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.material</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.models</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.signals</span></code>", "Computation times", "Bibliography", "Dielectric function tools", "Energy-Dispersive X-ray Spectrometry (EDS)", "Electron Energy Loss Spectroscopy", "User Guide", "Installation", "eXSpy Metadata Structure"], "terms": {"below": [0, 2, 8, 10, 11, 12, 17, 22, 24], "i": [0, 2, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 20, 21, 22, 24, 25], "plot": [0, 1, 2, 4, 5, 13, 16, 17, 18, 22, 23], "residu": [0, 2, 4, 18], "eel": [0, 2, 4, 7, 10, 11, 12, 13, 16, 17, 18, 23], "curv": [0, 2, 4, 18, 23], "simpl": [0, 2, 4, 10, 11, 18], "arctan": [0, 2, 4, 12, 18], "download": [0, 1, 3, 5, 7, 13, 21, 22], "all": [0, 3, 9, 12, 13, 16, 17, 18, 21, 22, 24, 25], "python": [0, 1, 3, 5, 7, 9, 10, 11, 24], "sourc": [0, 1, 3, 5, 9, 10, 11, 21], "code": [0, 1, 3, 5, 7, 17, 21], "auto_examples_python": 0, "zip": [0, 21], "jupyt": [0, 1, 3, 5, 9, 10, 11, 17, 24], "notebook": [0, 1, 3, 5, 9, 10, 11, 17, 24], "auto_examples_jupyt": 0, "gener": [0, 1, 3, 5, 9, 10, 11, 13, 16, 17, 22, 23], "sphinx": [0, 1, 3, 5, 9], "go": [1, 3, 5, 7, 12, 16, 17, 22], "end": [1, 3, 5, 12, 17], "full": [1, 3, 5, 12, 17, 25], "exampl": [1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13, 15, 16, 17, 18, 21, 22], "perform": [1, 10, 11, 16, 17, 22], "an": [1, 3, 5, 8, 10, 11, 12, 13, 15, 16, 17, 22, 23, 24, 25], "spectrum": [1, 5, 12, 13, 16, 17, 20, 22, 23, 25], "result": [1, 5, 9, 13, 16, 17, 21, 22], "save": [1, 12, 16, 22], "png": 1, "file": [1, 3, 4, 6, 7, 16, 17, 18, 21, 22], "0": [1, 3, 4, 5, 6, 12, 16, 17, 18, 19, 20, 21, 22], "00": [1, 3, 4, 6, 17, 18], "42": [1, 21], "3m": 1, "b": [1, 3, 12, 17, 19, 21, 22, 25], "": [1, 3, 5, 12, 13, 15, 16, 17, 19, 20, 21, 22, 25], "37": [1, 17, 21], "9k": 1, "03": 1, "23": 1, "208kb": 1, "130k": 1, "01": [1, 12, 16, 17, 19, 21], "50": [1, 15, 21], "380kb": 1, "1": [1, 5, 12, 13, 15, 16, 17, 19, 20, 21, 22], "417k": 1, "45": [1, 22], "920kb": 1, "4": [1, 7, 12, 13, 16, 17, 19, 21, 22], "50m": 1, "11": [1, 3, 15], "3": [1, 3, 4, 7, 10, 11, 12, 13, 16, 17, 18, 19, 21, 22], "51mb": 1, "5": [1, 12, 13, 17, 21, 22], "2": [1, 3, 12, 15, 16, 17, 20, 21, 22, 25], "31m": 1, "08": 1, "76mb": 1, "62m": 1, "9": [1, 17, 21, 22], "90mb": 1, "18": 1, "7": [1, 7, 21, 22], "58m": 1, "02": 1, "15": [1, 12, 17, 19, 21], "5mb": 1, "24": 1, "10": [1, 3, 4, 12, 13, 15, 16, 17, 18, 19, 21, 22], "1m": 1, "6mb": 1, "31": 1, "12": [1, 15], "9m": 1, "8mb": 1, "8m": 1, "21": 1, "44": 1, "6m": 1, "17": 1, "57": [1, 17, 21], "2m": 1, "20": [1, 12, 17, 22], "64": [1, 12, 17], "26": [1, 21], "22": [1, 7, 19], "1mb": [1, 21], "70": [1, 21], "29": 1, "77": 1, "32": [1, 12, 17], "9mb": 1, "83": 1, "35": [1, 21], "7mb": 1, "90": [1, 25], "38": [1, 21], "0m": 1, "2mb": 1, "97": 1, "40": [1, 22], "100": [1, 3, 15, 16, 17, 21], "214gb": 1, "import": [1, 3, 5, 9, 13, 17, 21, 22], "hyperspi": [1, 3, 5, 7, 8, 9, 10, 11, 12, 17, 20, 21, 22, 24, 25], "api": [1, 3, 5, 7, 9, 10, 11, 17, 20, 21, 22], "h": [1, 3, 5, 12, 15, 16, 17, 21, 22], "load": [1, 13, 22, 23, 24], "coreloss_spectrum": 1, "msa": [1, 21], "signal_typ": [1, 21, 25], "ll": [1, 9, 16, 17, 21, 22], "lowloss_spectrum": 1, "add_el": [1, 16, 17, 21, 22], "mn": [1, 13, 17, 21, 25], "o": [1, 9, 17, 22], "set_microscope_paramet": [1, 12, 17, 21, 22], "beam_energi": [1, 17, 21, 22, 25], "300": [1, 22], "convergence_angl": [1, 17, 22, 25], "6": [1, 13, 15, 16, 17, 21, 22], "collection_angl": [1, 17, 22, 25], "13": [1, 7, 21], "m": [1, 3, 5, 16, 17, 19, 21, 22], "create_model": [1, 3, 5, 16, 17, 21, 22], "low_loss": [1, 13, 16, 17], "enable_fine_structur": [1, 16, 22], "multifit": [1, 3, 16, 22], "kind": [1, 16, 22], "smart": [1, 16, 22], "total": [1, 3, 4, 5, 6, 15, 17, 18], "run": [1, 3, 5, 17, 21, 24], "time": [1, 3, 5, 7, 16, 17, 21, 25], "script": [1, 3, 5], "minut": [1, 3, 5], "312": [1, 4, 18], "second": [1, 3, 5, 12, 17, 19, 21, 25], "eels_curve_fit": [1, 4, 18], "ipynb": [1, 3, 5], "py": [1, 3, 4, 5, 18], "galleri": [1, 2, 3, 5, 10, 11, 18], "fit": [3, 4, 7, 10, 11, 12, 16, 17, 18, 23], "affin": 3, "function": [3, 5, 7, 9, 10, 11, 12, 16, 17, 21, 22, 23], "numpi": [3, 5, 9, 12, 17, 21], "np": [3, 5, 12, 16, 17], "creat": [3, 5, 16, 17, 21], "signal": [3, 5, 12, 13, 14, 15, 16, 19, 21, 22, 23], "data": [3, 5, 8, 10, 11, 12, 14, 16, 17, 19, 23, 25], "arang": [3, 5, 12, 17], "1000": [3, 17], "dtype": [3, 17], "int64": 3, "reshap": [3, 12], "signal1d": [3, 5, 12, 16, 17, 21, 22], "add": [3, 5, 7, 13, 16, 17, 21, 22, 25], "nois": [3, 13, 17, 22], "add_poissonian_nois": [3, 17], "random_st": [3, 13], "model": [3, 5, 7, 12, 14, 17, 21, 25], "line": [3, 9, 12, 15, 16, 17, 22, 23, 25], "components1d": [3, 5, 7, 12, 16, 22], "express": [3, 12], "x": [3, 5, 7, 10, 11, 12, 13, 15, 16, 17, 19, 23, 25], "name": [3, 5, 10, 11, 12, 15, 16, 17, 21, 22], "append": [3, 5, 16], "navig": [3, 12, 13, 17, 21], "posit": [3, 12, 16, 17, 21, 22, 25], "except": [3, 16, 17, 21, 22], "ignor": [3, 16, 17], "tqdm": 3, "__del__": 3, "0x7f2b67f2e840": 3, "traceback": [3, 9], "most": [3, 17, 21, 22], "recent": 3, "call": [3, 9, 16, 17, 21, 22], "last": [3, 17], "opt": 3, "hostedtoolcach": 3, "8": [3, 15, 17, 19, 21], "x64": 3, "lib": 3, "python3": 3, "site": 3, "packag": [3, 7, 9, 10, 11, 23], "std": [3, 5, 16, 17], "1148": 3, "self": [3, 16, 17], "close": [3, 12, 17], "279": 3, "disp": 3, "bar_styl": 3, "danger": 3, "check_delai": 3, "fals": [3, 5, 12, 13, 16, 17], "attributeerror": [3, 17], "tqdm_notebook": 3, "object": [3, 12, 16, 17, 21, 25], "ha": [3, 8, 10, 11, 16, 17, 22, 25], "attribut": [3, 12, 16, 17, 21, 22, 25], "1447": 3, "81it": 3, "plot_residu": [3, 4, 18], "true": [3, 5, 7, 12, 13, 16, 17, 21, 22], "sphinx_gallery_thumbnail_numb": 3, "644": [3, 4, 18], "313": [4, 18], "execut": [4, 6, 16, 18, 22], "from": [4, 6, 7, 12, 13, 15, 16, 17, 18, 19, 20, 22, 24, 25], "auto_exampl": [4, 6], "model_fit": [4, 18], "mem": [4, 6, 18], "mb": [4, 6, 18], "09": [4, 18], "simple_arctan_fit": [4, 5, 18], "358": [4, 5, 18], "model1d": [5, 16], "currentcomponentvalu": 5, "activ": [5, 16, 22, 24], "paramet": [5, 10, 11, 12, 13, 15, 16, 17, 22, 23, 25], "free": [5, 10, 11, 12, 16, 17, 22], "valu": [5, 9, 12, 13, 16, 17, 21, 22, 25], "min": [5, 13, 17], "max": [5, 13, 17], "linear": [5, 12, 17], "A": [5, 6, 12, 13, 15, 16, 17, 19, 21, 22, 25], "99919117": 5, "00208711": 5, "none": [5, 12, 13, 16, 17], "k": [5, 12, 13, 15, 19, 21, 22, 25], "94472618": 5, "07551763": 5, "x0": [5, 12], "23365386": 5, "08081266": 5, "make": [5, 9, 20, 22], "500": 5, "axes_manag": [5, 12, 17, 21], "offset": [5, 12, 13, 16, 17, 21], "unit": [5, 17, 20, 21, 25], "metadata": [5, 7, 10, 11, 15, 16, 17, 21, 22, 23], "titl": [5, 13, 17, 21, 22], "set_signal_origin": 5, "simul": [5, 13, 16, 17, 22], "add_gaussian_nois": 5, "compon": [5, 7, 14, 15, 16, 17, 21, 22], "us": [5, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 23, 25], "arctan_compon": 5, "print": [5, 16, 17, 22], "print_current_valu": [5, 21], "000": 6, "n": [6, 17, 22, 24, 25], "entri": 7, "develop": [7, 9, 24], "version": [7, 8, 10, 11, 15, 22, 24], "ar": [7, 8, 9, 10, 11, 12, 13, 16, 17, 20, 21, 22, 24, 25], "avail": [7, 12, 16, 17, 21, 22], "http": [7, 12, 15, 19, 21], "exspi": [7, 9, 14, 21, 22, 23, 24], "readthedoc": [7, 12], "io": [7, 12], "en": [7, 15], "latest": 7, "chang": [7, 9, 16, 17, 19, 21, 22], "html": [7, 12, 17], "logo": 7, "adapt": [7, 12], "spell": 7, "capit": [7, 25], "ruff": 7, "lint": 7, "format": [7, 17, 21, 22], "remov": [7, 16, 17, 22], "redund": 7, "github": [7, 9, 24], "workflow": [7, 9], "favour": 7, "pre": [7, 17], "commit": 7, "27": 7, "support": [7, 12, 16, 17, 22], "tabul": [7, 19, 22], "generalis": 7, "oscil": 7, "strength": 7, "gosh": [7, 12, 16, 17, 22], "open": [7, 10, 11, 17, 24], "By": [7, 17, 21, 22, 25], "default": [7, 12, 13, 16, 17, 21, 22, 25], "freeli": [7, 22], "usabl": [7, 22], "dataset": [7, 12, 17, 21, 22], "doi": [7, 8, 10, 11, 12, 15, 16, 17, 19, 22], "5281": [7, 16, 17, 22], "zenodo": [7, 16, 17, 22], "7645765": [7, 16, 17, 22], "3082": 7, "fine": [7, 12, 16, 21], "structur": [7, 9, 12, 16, 17, 21, 23], "e": [7, 10, 11, 12, 15, 17, 19, 20, 21, 22, 25], "g": [7, 10, 11, 12, 15, 17, 21, 22, 25], "gaussian": [7, 12, 16, 17, 21, 22], "3206": 7, "enabl": [7, 16, 17, 21, 22], "signal_rang": [7, 17, 22], "argument": [7, 12, 16, 17, 21, 22], "when": [7, 9, 17, 21, 22, 25], "subpixel": [7, 17, 22], "align_zero_loss_peak": [7, 17, 22], "towncrier": 7, "manag": 7, "releas": [7, 8, 24], "note": [7, 12, 13, 16, 17, 20, 21, 22, 25], "set": [7, 12, 13, 16, 17, 20, 21, 22], "dev": 7, "14": 7, "reusabl": 7, "organis": 7, "doc": [7, 9], "consolid": 7, "pyproject": 7, "toml": 7, "setuptools_scm": 7, "holospi": [7, 8], "build": [7, 16], "test": [7, 12, 17, 21], "wa": [7, 12, 21], "split": [7, 12], "out": [7, 9, 10, 11, 17, 21, 22], "repositori": [7, 9, 24], "oct": 7, "The": [7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 25], "rai": [7, 10, 11, 15, 16, 17, 19, 23, 25], "energi": [7, 10, 11, 12, 13, 15, 16, 17, 19, 23, 25], "dispers": [7, 10, 11, 17, 19, 23, 25], "spectroscopi": [7, 10, 11, 12, 17, 19, 23, 25], "ed": [7, 10, 11, 13, 16, 17, 19, 23], "electron": [7, 10, 11, 12, 13, 17, 19, 23, 25], "loss": [7, 10, 11, 12, 13, 16, 17, 19, 23, 25], "so": [7, 17, 21, 22], "far": [7, 22], "were": 7, "move": 7, "maintain": [8, 9, 10, 11], "commun": [8, 9, 10, 11], "_": 8, "If": [8, 9, 10, 11, 12, 13, 15, 16, 17, 21, 22, 24, 25], "been": [8, 10, 11, 12, 17], "signific": [8, 9, 10, 11], "project": [8, 9, 10, 11, 17], "lead": [8, 10, 11, 17], "academ": [8, 10, 11], "public": [8, 10, 11], "pleas": [8, 9, 10, 11, 17, 21, 24], "acknowledg": [8, 10, 11], "fact": [8, 10, 11], "badg": [8, 10, 11], "concept": [8, 10, 11], "can": [8, 9, 10, 11, 16, 17, 20, 21, 22, 24, 25], "without": [8, 10, 11, 12, 21, 22], "refer": [8, 9, 10, 11, 12, 16, 17, 19, 21, 24, 25], "specif": [8, 10, 11, 13, 17, 21, 22, 25], "you": [8, 9, 10, 11, 16, 17, 21, 22, 24], "becaus": [8, 10, 11, 17, 22], "have": [8, 10, 11, 12, 17, 21, 22, 24], "process": [8, 9, 10, 11, 16, 25], "emploi": [8, 10, 11], "find": [8, 10, 11, 17, 24], "click": [8, 10, 11, 22], "To": [8, 17, 20, 21, 22, 24], "updat": [8, 16, 22, 23], "after": [8, 16, 17, 21, 22], "first": [8, 15, 16, 17, 21, 22, 24, 25], "meant": 9, "we": [9, 10, 11, 21, 22, 24], "welcom": 9, "form": [9, 10, 11, 15, 16, 17, 19], "bug": 9, "report": 9, "featur": [9, 17, 22], "more": [9, 10, 11, 12, 13, 16, 17, 21, 22, 24], "In": [9, 17, 21, 22, 24], "follow": [9, 12, 16, 17, 21, 22, 24, 25], "some": [9, 13, 17, 22], "resourc": 9, "help": [9, 10, 11, 17, 22], "tracker": 9, "propos": 9, "give": [9, 17, 20, 22], "minim": [9, 16], "demonstr": 9, "copi": [9, 12, 16, 17], "past": 9, "error": [9, 13, 21], "want": [9, 22, 24], "send": 9, "u": 9, "small": [9, 17], "fix": [9, 12, 16, 21], "correct": [9, 12, 16, 17, 19, 22], "user": [9, 10, 11, 12, 16, 17, 21, 24], "guid": [9, 10, 11, 16, 17, 24], "typic": [9, 17, 21], "good": [9, 17, 22], "start": [9, 10, 11, 17], "point": [9, 16, 17, 22], "But": 9, "don": [9, 17], "t": [9, 15, 17, 19, 20], "hesit": 9, "also": [9, 13, 16, 17, 21, 22, 24, 25], "need": [9, 16, 17, 21, 22, 24], "get": [9, 10, 11, 13, 22, 23], "readi": 9, "common": 9, "standard": [9, 13, 16, 17, 19, 21, 22], "order": [9, 13, 16, 17, 21, 22], "detail": [9, 10, 11, 12, 16, 17, 19, 21, 22, 24, 25], "guidelin": [9, 10, 11], "kikuchipi": 9, "contributor": 9, "anoth": [9, 17, 21, 22, 25], "extens": [9, 10, 11], "valuabl": 9, "provid": [9, 10, 11, 13, 16, 17, 21, 22], "As": [9, 22], "qualiti": 9, "assur": 9, "improv": [9, 17, 21, 22], "ensur": 9, "thoroughli": 9, "least": [9, 12, 16], "one": [9, 12, 13, 16, 17, 21, 22, 24], "other": [9, 16, 17, 22, 24], "member": 9, "team": 9, "befor": [9, 10, 11, 17, 21, 22], "being": [9, 17, 21], "merg": 9, "consist": [9, 13, 17, 21, 22], "three": [9, 17, 19, 21, 22], "element": [9, 12, 13, 15, 16, 17, 25], "docstr": [9, 16, 17], "individu": [9, 16], "method": [9, 12, 16, 17, 19, 20, 21, 22, 25], "written": 9, "host": 9, "read": [9, 10, 11, 16, 17, 25], "part": [9, 16, 19, 22], "demo": 9, "tutori": [9, 10, 11, 21], "alwai": [9, 17], "wai": [9, 10, 11, 21], "learn": [9, 17, 19], "through": [9, 17, 21], "respect": [9, 13, 25], "black": [9, 17], "For": [9, 10, 11, 12, 16, 17, 21, 22], "numpydoc": 9, "should": [9, 16, 17, 21, 22, 25], "block": 9, "blank": 9, "between": [9, 12, 15, 16, 17, 21, 22], "them": [9, 16, 17, 21, 22], "librari": [9, 10, 11, 24], "like": [9, 16, 17], "type": [9, 12, 13, 15, 16, 17, 20, 21, 22, 25], "third": 9, "parti": 9, "final": [9, 17, 21], "via": [9, 17, 19], "pytest": 9, "framework": 9, "resid": 9, "directori": 9, "short": [9, 10, 11], "compar": 9, "output": [9, 17, 21, 22], "known": [9, 16, 17, 22], "answer": 9, "further": [9, 10, 11, 16, 21], "inform": [9, 10, 11, 12, 16, 17, 21, 22, 25], "semant": 9, "number": [9, 10, 11, 12, 13, 17, 21, 22, 23, 25], "therefor": [9, 17, 20, 21, 22], "major": [9, 17, 22], "minor": [9, 17, 22], "patch": 9, "each": [9, 13, 15, 16, 17, 21], "depend": [9, 16, 17, 22, 24], "accord": [9, 12, 17], "increas": [9, 10, 11, 17, 21], "incompat": 9, "ad": [9, 13, 16, 17, 21, 22], "backward": 9, "compat": 9, "manner": [9, 16, 17, 22], "push": 9, "pypi": [9, 24], "conda": [9, 23], "forg": [9, 24], "extend": [10, 11, 16, 21, 25], "multi": [10, 11, 16, 21], "dimension": [10, 11, 19, 21], "analysi": [10, 11, 12, 17, 19, 21, 23], "It": [10, 11, 12, 16, 17, 21, 22], "aim": [10, 11], "check": [10, 11, 24], "instal": [10, 11, 23], "section": [10, 11, 17, 19, 21, 22, 24, 25], "includ": [10, 11, 12, 16, 17, 21, 22, 24], "how": [10, 11], "thi": [10, 11, 12, 13, 16, 17, 21, 22, 25], "everyon": [10, 11], "contribut": [10, 11, 17], "our": [10, 11], "see": [10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 24, 25], "new": [10, 11, 16, 17, 19, 22], "ecosystem": [10, 11], "introduct": [10, 11], "basic": [10, 11, 22], "usag": [10, 11, 17], "depth": [10, 11], "kei": [10, 11, 12, 13, 16, 17], "along": [10, 11, 16, 17, 21, 22, 25], "background": [10, 11, 12, 13, 16, 17, 22], "explan": [10, 11], "applic": [10, 11, 21], "progam": [10, 11], "interfac": [10, 11, 12, 17], "which": [10, 11, 16, 17, 21, 22, 25], "describ": [10, 11, 17, 22, 23, 25], "work": [10, 11, 17, 24, 25], "illustr": [10, 11], "task": [10, 11, 22], "whole": [10, 11, 17, 22], "its": [10, 11, 15, 16, 17, 20, 22, 25], "There": [10, 11, 22], "mani": [10, 11, 17, 22], "given": [10, 11, 13, 15, 16, 17, 20, 21, 22, 25], "articl": [10, 11], "do": [10, 11, 17, 24], "list": [10, 11, 12, 13, 15, 16, 17, 21, 22, 25], "up": [10, 11, 16, 17, 21, 22], "date": [10, 11], "search": [10, 11, 13, 17, 21, 22, 25], "databas": [10, 11, 13, 15, 22], "googl": [10, 11], "scholar": [10, 11], "publish": [10, 11], "2012": [10, 11], "mai": [10, 11, 17, 21], "mention": [10, 11], "under": [10, 11, 16, 21], "old": [10, 11, 17], "eelslab": [10, 11], "softwar": [10, 11, 17, 21], "redistribut": [10, 11], "modifi": [10, 11, 17], "term": [10, 11], "gnu": [10, 11], "gpl": [10, 11], "foundat": [10, 11], "either": [10, 11, 17, 21, 25], "your": [10, 11, 16], "option": [10, 11, 12, 13, 16, 17, 21, 22, 24], "ani": [10, 11, 12, 13, 16, 17, 21, 22, 25], "later": [10, 11], "distribut": [10, 11, 12, 16, 17, 24], "hope": [10, 11], "warranti": [10, 11], "even": [10, 11], "impli": [10, 11], "merchant": [10, 11], "particular": [10, 11, 21], "purpos": [10, 11, 17, 22], "class": [12, 13, 16, 17, 20, 21, 22, 25], "doublepowerlaw": [12, 14], "1e": 12, "05": 12, "r": [12, 15, 17, 19], "origin": [12, 16, 17], "shift": [12, 16, 17], "ratio": [12, 16, 17, 22], "left_cutoff": 12, "modul": [12, 17], "numexpr": 12, "compute_gradi": 12, "kwarg": [12, 16, 17], "base": [12, 13, 16, 17, 22, 24], "doubl": 12, "power": [12, 16, 17], "law": [12, 16, 17], "spectra": [12, 13, 17, 21, 22, 25], "f": [12, 17, 19, 20], "cdot": 12, "s_r": 12, "x_0": 12, "x_": 12, "variabl": 12, "float": [12, 13, 15, 16, 17, 21, 22, 25], "height": [12, 16, 21, 22], "coeffici": [12, 15, 17, 19], "locat": [12, 16, 17, 22], "two": [12, 16, 17, 20, 21, 22], "extra": [12, 16, 17, 25], "keyword": [12, 16, 17, 22], "pass": [12, 16, 17], "return": [12, 13, 15, 16, 17, 21, 22], "parameter_name_list": 12, "linear_parameter_list": 12, "function_nd": 12, "axi": [12, 16, 17, 22, 25], "arrai": [12, 15, 17, 21], "contain": [12, 13, 16, 17, 21, 22, 25], "indic": [12, 17], "enough": 12, "memori": [12, 17], "quickli": 12, "obtain": [12, 16, 17, 21, 22], "iter": [12, 16, 17, 21, 22], "over": [12, 17, 22], "ax": [12, 17, 21], "eelsarctan": [12, 14], "scipi": [12, 16, 17], "minimum": [12, 13, 16, 17, 22], "zero": [12, 13, 17, 20, 25], "left": [12, 16, 17, 20, 21], "frac": [12, 20], "pi": [12, 20], "right": [12, 16, 17, 20, 21], "amplitud": 12, "lim_": 12, "infti": 12, "2a": 12, "slope": 12, "steep": 12, "step": [12, 17, 21, 24], "larger": [12, 17, 21], "sharper": 12, "center": [12, 17, 21], "eelscledg": [12, 14, 16, 22], "element_subshel": 12, "gos_file_path": [12, 16, 17, 22], "as_dictionari": [12, 16, 17], "fullcopi": [12, 16], "dictionari": [12, 16, 17], "convent": [12, 25], "export_to_dictionari": [12, 16], "bool": [12, 13, 16, 17], "store": [12, 16, 17, 21, 22, 25], "found": [12, 16, 17, 21, 25], "pickl": [12, 16], "convert": [12, 15, 16, 17, 20], "dic": 12, "field": [12, 16, 25], "per": [12, 16, 17, 20, 21], "_whitelist": [12, 16], "dict": [12, 16, 17], "properti": [12, 16, 20, 21, 22], "fine_structure_smooth": [12, 22], "control": [12, 16, 22], "level": 12, "smooth": [12, 17, 22], "must": [12, 13, 17, 21, 22], "real": [12, 17, 22], "higher": [12, 21], "fix_fine_structur": [12, 16, 22], "spline": [12, 22], "free_fine_structur": [12, 16, 22], "onli": [12, 15, 16, 17, 21, 22, 24, 25], "previous": [12, 17, 21], "fine_structure_spline_act": [12, 22], "count": [12, 17], "barn": [12, 21], "get_fine_structure_as_signal1d": 12, "multipl": [12, 16, 17, 21, 22], "scatter": [12, 15, 16, 17, 19, 20], "convolv": [12, 16, 17, 22], "low": [12, 13, 16, 17, 22], "gui": [12, 21], "displai": [12, 13, 17, 21, 22], "toolkit": [12, 17], "interact": [12, 15, 17, 22], "widget": [12, 17], "usual": [12, 16, 17, 21, 22], "customis": [12, 17], "str": [12, 15, 16, 17, 25], "string": [12, 13, 16, 17, 25], "select": [12, 16, 17, 21, 22], "inter": [12, 17], "e0": 12, "alpha": [12, 16, 21, 25], "beta": [12, 20, 25], "energy_scal": 12, "microscop": [12, 13, 17, 19, 25], "beam": [12, 16, 17, 19, 21, 22, 25], "kev": [12, 15, 16, 17, 21, 22, 25], "converg": [12, 13, 17, 21, 22, 25], "semi": [12, 17, 20, 22, 25], "angl": [12, 17, 20, 22, 25], "mrad": [12, 17, 22, 25], "collect": [12, 13, 17, 20, 22, 25], "ev": [12, 13, 16, 17, 19, 21, 22, 25], "pesvoigt": [12, 14], "voigt": 12, "photoemiss": 12, "profil": [12, 17], "shirlei": 12, "non_isochromat": 12, "transmission_funct": 12, "spin": 12, "orbit": 12, "special": [12, 22], "suit": 12, "l": [12, 16, 22, 25], "where": [12, 17, 20, 21], "lorentzian": [12, 16], "approxim": [12, 13, 17, 22, 25], "formula": [12, 13], "david": 12, "area": [12, 16, 17, 21, 22, 25], "intens": [12, 16, 17, 23], "peak": [12, 13, 16, 17, 20, 21, 25], "centr": [12, 16, 17], "maximum": [12, 13, 16, 17, 21, 22, 25], "fwhm": [12, 17, 21, 22, 25], "sigma": [12, 16], "sqrt": 12, "log": [12, 16, 17, 22], "gamma": 12, "resolut": [12, 13, 16, 17, 21, 25], "shirley_background": 12, "spin_orbit_split": 12, "spin_orbit_branching_ratio": 12, "spin_orbit_splitting_energi": 12, "w": 12, "j": [12, 19], "appl": 12, "cryst": 12, "1986": 12, "19": 12, "63": [12, 21], "1107": 12, "s0021889886089999": 12, "estimate_paramet": 12, "e1": [12, 16], "e2": [12, 16], "only_curr": [12, 16], "estim": [12, 15, 16, 17, 21], "calcul": [12, 15, 16, 17, 21, 22], "momenta": 12, "instanc": [12, 13, 16, 17], "x1": 12, "defin": [12, 16, 17, 21, 22], "limit": [12, 16, 17, 21], "spectral": [12, 16, 17, 22], "rang": [12, 16, 17, 22], "x2": 12, "exit": 12, "statu": 12, "requir": [12, 16, 17, 22, 24], "remove_background": 12, "cookbook": 12, "item": [12, 17, 25], "fittingdata": 12, "2000": 12, "scale": [12, 16, 17, 21], "phi": 12, "secondari": 12, "emiss": 12, "begin": 12, "case": [12, 17, 21, 22], "leq": 12, "tail": [12, 17], "asymmetri": 12, "vignet": [12, 14], "len": 12, "co": 12, "multipli": [12, 21], "edg": [12, 13, 16, 17, 22], "volumeplasmondrud": [12, 14], "plasmon_energi": 12, "drude": 12, "volum": [12, 17, 20], "plasmon": [12, 17, 22], "i_0": [12, 20], "delta": [12, 16, 17], "e_p": 12, "_compon": 12, "egerton": [12, 17, 19], "2nd": [12, 22], "edit": 12, "plenum": 12, "press": 12, "1996": [12, 19], "pp": 12, "154": 12, "158": 12, "equat": 12, "eds_sem_tm002": [13, 14, 17], "sem": [13, 16, 17, 21], "tm002": 13, "suppli": [13, 17, 21], "bundesanstalt": 13, "f\u00fcr": 13, "materialforschung": 13, "und": 13, "pr\u00fcfung": 13, "bam": [13, 21], "sampl": [13, 15, 16, 17, 20, 23], "\u00b5m": 13, "thick": [13, 17, 19, 20, 21], "layer": [13, 22], "c": [13, 15, 16, 17, 19, 21, 24], "al": [13, 15, 17, 21], "cu": [13, 15, 17, 21], "zr": [13, 17, 21], "silicon": 13, "substrat": 13, "www": [13, 21], "webshop": 13, "de": [13, 19, 20], "nvision40": 13, "carl": 13, "zeiss": 13, "detector": [13, 16, 17], "80": [13, 17, 21], "oxford": [13, 21], "instrument": [13, 17, 21, 25], "eds_tem_fept_nanoparticl": [13, 14, 17, 21], "tem": [13, 16, 17, 21], "fept": [13, 21], "bimetal": [13, 21], "nanoparticl": [13, 19, 21], "tecnai": 13, "osiri": 13, "200": 13, "kv": [13, 21], "d658": 13, "analyticaltwin": 13, "super": [13, 21], "brucker": 13, "eels_mnf": [13, 14], "add_powerlaw": 13, "add_nois": [13, 17], "navigation_shap": [13, 17], "artifici": 13, "core": [13, 16, 17, 22], "similar": 13, "l32": 13, "perovskit": 13, "oxid": 13, "random": [13, 16, 17], "experiment": [13, 16, 21, 22], "powerlaw": [13, 16, 17, 22], "seed": 13, "reproduc": [13, 22], "int": [13, 16, 17, 25], "randomst": 13, "tupl": [13, 16, 17, 22], "shape": [13, 17, 22], "space": [13, 17], "length": [13, 17, 22, 25], "eelsspectrum": [13, 14, 16, 17, 22], "eels_mn": 13, "With": [13, 21], "eels_low_loss": [13, 14], "eelsdb": [13, 14, 22], "spectrum_typ": [13, 22], "author": 13, "min_energi": 13, "max_energi": 13, "min_energy_compar": 13, "gt": 13, "max_energy_compar": 13, "lt": 13, "resolution_compar": 13, "max_n": 13, "monochrom": [13, 17], "order_direct": 13, "asc": 13, "verify_certif": 13, "show_progressbar": [13, 17], "coreloss": [13, 22], "lowloss": [13, 17, 22], "zeroloss": 13, "xrayab": 13, "text": 13, "filter": [13, 17], "presenc": 13, "correspond": [13, 15, 16, 17, 21, 22], "valid": [13, 15, 16, 17], "symbol": [13, 15, 16, 17, 22, 25], "chemic": [13, 17, 19, 21, 22], "l1": [13, 16], "l2": [13, 16], "m2": [13, 16], "m4": 13, "n2": 13, "n4": 13, "o2": 13, "o4": 13, "eq": 13, "less": [13, 17, 21], "than": [13, 17, 21, 22], "equal": [13, 15, 17], "greater": 13, "deafault": 13, "sort": [13, 17], "spectrumtyp": 13, "spectrummin": 13, "spectrummax": 13, "stepsiz": 13, "spectrumformula": 13, "spectrumel": 13, "spectrumupload": 13, "source_pur": 13, "spectrumedg": 13, "guntyp": 13, "beamenergi": 13, "acquisition_mod": [13, 25], "probes": 13, "beamcurr": 13, "integratetim": 13, "readout": 13, "darkcurr": 13, "gainvari": 13, "calibr": [13, 16, 17], "zeroloss_deconv": 13, "deconv_fourier_log": 13, "deconv_fourier_ratio": 13, "deconv_stephens_deconvolut": 13, "deconv_richardson_luci": 13, "deconv_maximum_entropi": 13, "deconv_oth": 13, "assoc_spectra": 13, "ref_freetext": 13, "ref_doi": 13, "ref_url": 13, "ref_author": 13, "ref_journ": 13, "ref_volum": 13, "ref_issu": 13, "ref_pag": 13, "ref_year": 13, "ref_titl": 13, "otherurl": 13, "desc": 13, "direct": 13, "verifi": 13, "websit": 13, "certif": 13, "rais": [13, 16, 17, 21], "invalid": 13, "continu": [13, 16, 22], "queri": 13, "potenti": 13, "secur": 13, "risk": 13, "progress": [13, 16, 17, 19], "bar": [13, 17], "prefer": [13, 17, 21], "match": [13, 17, 22], "criteria": 13, "materi": [14, 17, 19, 21, 22], "atomic_to_weight": [14, 15, 21], "density_of_mixtur": [14, 15], "mass_absorption_coeffici": [14, 15, 21], "mass_absorption_mixtur": [14, 15, 21], "weight_to_atom": [14, 15, 21], "edsmodel": [14, 16, 17], "edssemmodel": [14, 16, 17], "edstemmodel": [14, 16, 17], "eelsmodel": [14, 16, 17, 22], "dielectricfunct": [14, 17, 20], "edssemspectrum": [14, 16, 17, 21], "edsspectrum": [14, 16, 17], "edstemspectrum": [14, 16, 17, 21], "lazydielectricfunct": [14, 17], "lazyedssemspectrum": [14, 17], "lazyedsspectrum": [14, 17], "lazyedstemspectrum": [14, 17], "lazyeelsspectrum": [14, 17], "atomic_perc": [15, 21], "auto": [15, 17, 21], "atom": [15, 17, 19, 20, 21, 22], "percent": [15, 17, 21], "weight": [15, 16, 17, 21], "fraction": [15, 16, 17], "composit": [15, 17, 21], "abbrevi": [15, 21], "zn": [15, 16, 21], "take": [15, 17, 22], "weight_perc": [15, 17, 21], "modern": 15, "bronz": 15, "93": 15, "sn": 15, "88": [15, 21], "00501989": 15, "99498011": 15, "mean": [15, 16, 17, 22], "harmon": 15, "densiti": [15, 17, 21, 22], "mixtur": 15, "retriev": [15, 21, 22], "intern": [15, 17], "differ": [15, 16, 17, 21, 22], "divid": [15, 17], "sum": [15, 17, 20], "normal": [15, 17], "cm3": 15, "6903187973131466": 15, "mass": [15, 17, 19, 20], "absorpt": [15, 17, 19], "mu": 15, "rho": 15, "absorb": 15, "pure": [15, 21], "chantler2005": [15, 19, 21], "al_ka": [15, 16, 17, 21, 25], "cm": [15, 17, 21], "c_ka": [15, 16, 17, 21], "26330": [15, 21], "38933818": [15, 21], "372": [15, 21], "02616732": [15, 21], "dx": 15, "org": [15, 19], "18434": 15, "t4hs32": 15, "chantler": [15, 19], "olsen": [15, 19], "dragoset": [15, 19], "kishor": [15, 19], "kotochigova": [15, 19], "zucker": [15, 19], "d": [15, 16, 19], "2005": 15, "factor": [15, 17, 19, 21], "attenu": [15, 19], "tabl": [15, 17, 22], "dimens": [15, 17, 20, 21], "matrix": 15, "2587": [15, 21], "41616439": 15, "wt": 15, "th": 15, "19698614": 15, "80301386": 15, "auto_background": [16, 17], "auto_add_lin": [16, 17], "arg": [16, 17], "subclass": [16, 17, 20, 22], "automat": [16, 17, 21, 22, 24], "add_family_lin": [16, 17], "polynomi": [16, 17, 21], "add_polynomial_background": [16, 17], "creator": 16, "fit_background": [16, 21], "calibrate_energy_axi": [16, 21], "calibrate_xray_lin": [16, 21], "au_ma": 16, "sub_weight": [16, 21], "mn_la": [16, 17, 21], "bound": [16, 21], "xray_lin": [16, 17, 21, 25], "from_el": [16, 17], "xrai": [16, 17], "configur": [16, 22], "appropi": 16, "familii": 16, "ka": [16, 17, 21, 25], "kb": [16, 17, 21], "too": 16, "main": [16, 17, 21], "those": [16, 17, 22], "altern": [16, 17, 21, 24], "eg": [16, 17], "zn_ka": 16, "notimplementederror": [16, 17], "non": [16, 17, 22], "uniform": [16, 17], "background_compon": 16, "degre": [16, 17, 25], "freedom": 16, "dof": 16, "chi": 16, "squar": [16, 21], "chisq": 16, "all_alpha": 16, "width": [16, 17, 21, 22, 25], "place": [16, 17], "extrapol": [16, 17], "energy_resolution_mnka": [16, 17, 21, 25], "word": 16, "singl": [16, 17, 20, 21, 22], "sub": [16, 21], "famili": [16, 17], "current": [16, 17, 22, 25], "disable_xray_lin": [16, 21], "disabl": [16, 21, 22], "enable_xray_lin": [16, 21], "start_energi": [16, 17], "end_energi": 16, "windows_sigma": 16, "lower": [16, 17], "upper": [16, 17], "around": [16, 17, 22], "free_background": [16, 21], "fix_background": [16, 21], "fix_sub_xray_lines_weight": [16, 21], "establish": 16, "twin": 16, "fix_xray_lines_energi": [16, 21], "actual": [16, 22], "fix_xray_lines_width": [16, 21], "yscale": 16, "free_sub_xray_lines_weight": [16, 21], "free_xray_lines_energi": [16, 21], "001": 16, "free_xray_lines_width": [16, 21], "get_lines_intens": [16, 17, 21], "plot_result": [16, 17, 21], "only_on": [16, 17], "only_lin": [16, 17, 21], "corresp": 16, "undefin": [16, 17], "empti": [16, 17], "same": [16, 17, 21, 22, 25], "syntax": [16, 17], "add_lin": [16, 17, 21], "subset": [16, 17, 21], "oper": [16, 17, 24], "instead": [16, 17, 22], "highest": [16, 17, 21], "abov": [16, 17, 21, 22, 24], "overvoltag": [16, 17, 21], "util": [16, 17, 22, 23, 25], "plot_sign": [16, 17], "ta_ma": 16, "thing": [16, 17], "g1": [16, 22], "g2": [16, 22], "could": [16, 21], "Or": 16, "acquir": [16, 17, 22, 25], "constructor": 16, "auto_add_edg": [16, 17], "assum": [16, 17, 21, 22], "effect": [16, 17, 22, 23], "ioniz": [16, 17, 21, 22], "ionis": [16, 17, 22], "hydrogen": [16, 17, 22], "hartre": [16, 17, 22], "slater": [16, 17, 19, 22], "specifi": [16, 17, 21, 22], "path": [16, 17, 22], "recreat": [16, 17], "disable_background": [16, 22], "disable_edg": 16, "edges_list": 16, "onset": [16, 17, 22], "region": [16, 17, 22], "otherwis": [16, 17, 22, 25], "enable_edg": [16, 22], "enable_background": [16, 22], "disable_fine_structur": [16, 22], "set_all_edges_intensities_posit": [16, 22], "unset_all_edges_intensities_posit": [16, 22], "enable_free_onset_energi": [16, 22], "disable_free_onset_energi": [16, 22], "fix_edg": [16, 22], "free_edg": [16, 22], "onset_energi": [16, 22], "dure": [16, 17, 25], "freed": 16, "smart_fit": [16, 22], "optim": [16, 22], "algorithm": [16, 17, 22], "lm": 16, "levenberg": 16, "marquardt": 16, "trf": 16, "trust": 16, "reflect": [16, 17], "dogbox": 16, "dogleg": 16, "rectangular": 16, "odr": 16, "orthogon": 16, "distanc": [16, 21, 25], "regress": 16, "doe": [16, 17, 21, 22], "here": [16, 21], "document": [16, 17, 21, 22, 24, 25], "differenti": 16, "evolut": 16, "global": [16, 22], "differential_evolut": 16, "dual": [16, 19], "anneal": 16, "dual_ann": 16, "shgo": 16, "simplici": 16, "homologi": 16, "loss_funct": 16, "ml": 16, "poisson": [16, 17], "huber": 16, "callabl": 16, "neg": [16, 17], "likelihood": [16, 17], "mle": 16, "huber_delta": 16, "own": [16, 17], "grad": 16, "fd": 16, "analyt": [16, 22], "whether": [16, 17], "about": [16, 17, 22, 24, 25], "gradient": 16, "deriv": [16, 17, 22], "finit": 16, "scheme": 16, "numer": [16, 17], "fd_scheme": 16, "speed": 16, "sinc": [16, 17], "vector": [16, 17], "Not": [16, 17], "update_plot": 16, "slow": [16, 17], "down": [16, 22], "visual": [16, 21, 22], "print_info": [16, 17], "fit_output": 16, "optimizeresult": 16, "return_info": [16, 17], "chosen": [16, 17], "choic": [16, 17], "coordin": [16, 17], "quantifi": [16, 17, 22], "independ": [16, 24], "remove_fine_structure_data": [16, 22], "routin": [16, 22], "fine_structure_width": [16, 22], "resolve_fine_structur": [16, 22], "preedge_safe_window_width": 16, "i1": 16, "adjust": [16, 21, 22], "avoid": [16, 17, 22], "overlap": [16, 22], "everi": [16, 22, 25], "resume_auto_fine_structure_width": 16, "suspend_auto_fine_structure_width": [16, 22], "ext_force_posit": 16, "ext_bound": 16, "set_convolution_axi": 16, "precis": [16, 17], "convolut": 16, "cascad": 16, "style": 16, "procedur": [16, 22], "act": [16, 22], "deactiv": [16, 22], "Then": [16, 22], "repeat": [16, 22], "until": [16, 17, 21, 22], "simultan": [16, 22], "never": [16, 22], "two_area_background_estim": 16, "try": [16, 17, 21, 22], "guess": 16, "unset": 16, "lazi": 17, "counterpart": 17, "signal_dimens": 17, "bin": [17, 21], "transmiss": [17, 19, 25], "microscopi": [17, 19], "scan": [17, 21, 25], "dielectr": [17, 22, 23], "unbin": 17, "complexsignal1d": [17, 20], "ndarrai": 17, "axesmanag": [17, 21], "whose": 17, "might": 17, "mandatori": 17, "original_metadata": 17, "rag": 17, "overwrit": [17, 21], "noth": 17, "get_electron_energy_loss_spectrum": [17, 20], "zlp": [17, 22], "comput": [17, 21, 22, 23], "basesign": [17, 21, 22], "intengr": 17, "ii": [17, 22], "navigation_dimens": 17, "integr": [17, 20, 21, 22, 25], "nm": [17, 21, 25], "get_number_of_effective_electron": [17, 20], "nat": 17, "cumul": 17, "beth": [17, 20], "rule": [17, 20], "rise": [17, 20], "definit": [17, 20], "neff1": 17, "neff2": 17, "n_": [17, 20], "mathrm": [17, 20], "eff_": 17, "eff": 17, "im": [17, 20], "epsilon": [17, 20], "epsilon_": [17, 20], "both": [17, 20, 21, 22], "molecul": [17, 20], "springer": [17, 19], "verlag": [17, 19], "2011": [17, 19], "kward": 17, "measur": [17, 22, 25], "boolean": 17, "get_calibration_from": [17, 21], "ref": 17, "nb_pix": 17, "primari": 17, "rippl": 17, "inca": [17, 21], "live": 17, "dead": [17, 25], "pixel": [17, 21], "averag": [17, 21], "live_tim": [17, 21, 25], "tilt_stag": [17, 21], "azimuth_angl": [17, 21, 25], "elevation_angl": [17, 21, 25], "mode": 17, "fill": 17, "acquisition_instru": [17, 21, 23], "135": 17, "now": [17, 21, 24], "130": [17, 21], "set_el": [17, 21], "set_lin": [17, 21], "although": [17, 21], "thei": [17, 21, 22], "ocassion": 17, "custom": [17, 22], "fe_kb": 17, "addition": [17, 21], "cu_la": [17, 21], "zr_la": [17, 21], "30": [17, 21, 22], "cu_ka": [17, 21], "mn_ka": [17, 21], "add_xray_lines_mark": 17, "render_figur": 17, "marker": [17, 21], "spec": 17, "estimate_background_window": [17, 21], "line_width": [17, 21], "windows_width": 17, "window": [17, 21, 22], "els": [17, 24], "windows_posit": 17, "2d": 17, "bw": [17, 21], "background_window": [17, 21], "fe_ka": [17, 21], "4039": 17, "2754": 17, "pt_la": [17, 21], "4421": 17, "15090": 17, "estimate_integration_window": 17, "integration_window": [17, 21], "row": 17, "iw": 17, "3710": 17, "15872": 17, "map": [17, 21], "sume": 17, "subtract": 17, "while": [17, 21, 22], "ambigu": 17, "allow": [17, 22], "integration_windows_width": 17, "63316": [17, 21], "96700": 17, "8987": [17, 21], "53597": 17, "46716": 17, "get_take_off_angl": 17, "off": [17, 21], "toa": 17, "leav": [17, 25], "surfac": [17, 22, 25], "toward": 17, "stage": [17, 21], "tilt_alpha": [17, 25], "tilt_beta": [17, 25], "take_off_angl": 17, "plot_mark": 17, "autoscal": 17, "v": [17, 20], "norm": 17, "navigator_kwd": 17, "associ": 17, "link": [17, 21], "explor": 17, "imag": [17, 21, 22], "stack": [17, 21], "horizont": 17, "slider": 17, "y": [17, 21, 24, 25], "z": [17, 19, 21, 25], "index": [17, 21, 22, 24], "notic": [17, 22], "compute_navig": 17, "signal_shap": 17, "navigator_shap": 17, "dynam": 17, "rgb": 17, "rgba": 17, "add_mark": 17, "perman": 17, "larg": 17, "veri": [17, 22], "addit": [17, 21, 22], "matplotlib": 17, "pyplot": 17, "imshow": 17, "prior": 17, "power_spectrum": 17, "complex": [17, 20, 22], "combin": 17, "charact": [17, 21], "vertic": 17, "maxima": 17, "reset": [17, 22], "rebin": 17, "new_shap": 17, "crop": 17, "smaller": 17, "interpol": 17, "twice": 17, "size": [17, 21, 22, 25], "underli": 17, "integ": 17, "fewer": 17, "quota": 17, "produc": [17, 21], "determin": [17, 19, 21], "appear": 17, "preserv": 17, "behaviour": 17, "kept": 17, "receiv": 17, "ones": [17, 25], "164": 17, "uint8": 17, "unit16": 17, "s2": 17, "uint16": 17, "keep": 17, "s3": 17, "unsign": 17, "platform": 17, "s4": 17, "uint32": 17, "remove_xray_lines_mark": 17, "render": 17, "figur": 17, "eras": 17, "rechunk": 17, "dataaxi": 17, "directli": [17, 21, 25], "duplic": 17, "chunk": 17, "retain": 17, "intend": 17, "integrate1d": 17, "erron": 17, "misus": 17, "warn": [17, 21], "var": 17, "indexmax": 17, "indexmin": 17, "valuemax": 17, "valuemin": 17, "1024": [17, 21], "signal2d": 17, "static": [17, 22], "cl_get_mass_thick": 17, "mass_thick": [17, 21], "calcult": 17, "cliff": [17, 19, 21], "lorim": [17, 19, 21], "initi": 17, "k_factor": 17, "quantif": [17, 22, 23], "edx": [17, 25], "kg": [17, 21], "m\u00b2": [17, 21], "decomposit": 17, "normalize_poissonian_nois": 17, "navigation_mask": 17, "appli": [17, 21, 22, 25], "learning_result": 17, "poissonian": 17, "approach": [17, 19, 21, 22], "mark": 17, "vacuum_mask": 17, "mask": 17, "threshold": [17, 22], "morpholog": 17, "svd": 17, "mlpca": 17, "sklearn_pca": 17, "nmf": 17, "sparse_pca": 17, "mini_batch_sparse_pca": 17, "rpca": 17, "orpca": 17, "ornmf": 17, "implement": [17, 22], "fit_transform": 17, "transform": [17, 21, 22], "scikit": 17, "output_dimens": 17, "auto_transpos": 17, "transpos": 17, "boost": 17, "signal_mask": 17, "var_arrai": 17, "varianc": 17, "pca": 17, "var_func": 17, "reproject": 17, "howev": [17, 21, 22], "sklearn": 17, "svd_solver": 17, "arpack": 17, "solver": 17, "polici": 17, "input": [17, 22], "500x500": 17, "extract": [17, 21], "smallest": 17, "effici": 17, "exact": 17, "truncat": 17, "afterward": 17, "lapack": 17, "linalg": 17, "postprocess": 17, "spars": 17, "strictli": [17, 22], "extmath": 17, "randomized_svd": 17, "treatment": 17, "_data_before_treat": 17, "restor": 17, "undo_treat": 17, "made": [17, 21], "benefici": 17, "care": 17, "taken": 17, "overwritten": 17, "si": [17, 21], "change_dtyp": 17, "keenan": 17, "p": [17, 19, 21], "kotula": 17, "account": [17, 22, 24], "multivari": 17, "tof": 17, "sim": 17, "surf": 17, "anal": 17, "36": 17, "2004": 17, "203": 17, "212": 17, "020028": 17, "get_probe_area": 17, "navigation_ax": 17, "probe": [17, 21], "nm\u00b2": [17, 21, 25], "\u03bcm": 17, "composition_unit": [17, 21], "absorption_correct": [17, 21], "convergence_criterion": 17, "probe_area": [17, 21, 25], "max_iter": [17, 21], "zeta": [17, 19, 21], "cross": [17, 19, 21], "success": 17, "percentag": 17, "critera": 17, "intensitii": 17, "cl": [17, 21], "cross_sect": [17, 21], "kfactor": [17, 21], "alphabet": [17, 21], "982": 17, "60": 17, "cr_ka": 17, "ni_ka": 17, "unless": 17, "specfi": 17, "travel": 17, "reach": [17, 21], "nb": 17, "criterium": 17, "threhsold": 17, "correciton": 17, "450226": [17, 21], "075602": [17, 21], "fe": [17, 21], "pt": [17, 21], "la": [17, 19, 21], "re": 17, "41": [17, 21], "84": [17, 21], "59": [17, 21], "beam_curr": [17, 21, 25], "real_tim": [17, 21, 25], "na": [17, 21, 25], "133": 17, "312296": 17, "vacuum": [17, 20], "consid": 17, "opnen": 17, "s_vac": 17, "ones_lik": 17, "005": 17, "include_pre_edg": 17, "declar": [17, 22], "present": [17, 21], "NOT": 17, "valueerror": 17, "also_align": [17, 22], "print_stat": 17, "align": 17, "estimate_zero_loss_peak_centr": [17, 22], "proce": 17, "accuraci": [17, 22], "align1d": [17, 22], "ident": 17, "summari": 17, "statist": 17, "correl": 17, "nan": 17, "Will": 17, "within": [17, 22], "roi": 17, "s_ll": 17, "narrow": [17, 21, 22], "estimate_shift1d": 17, "edges_at_energi": [17, 22], "only_major": 17, "closest": [17, 22], "show": 17, "shown": [17, 21, 22], "nearbi": [17, 22], "ascend": 17, "similarli": [17, 21], "descend": 17, "ascii": 17, "environ": [17, 22], "estimate_elastic_scattering_intens": [17, 22], "rough": 17, "elast": 17, "constant": 17, "i0": 17, "estimate_elastic_scattering_threshold": [17, 22], "tol": [17, 22], "window_length": 17, "polynomial_ord": 17, "inflexion": [17, 22], "look": 17, "local": [17, 22], "often": [17, 22], "bulk": [17, 21], "smoother": [17, 22], "what": [17, 22], "restrict": 17, "toler": [17, 21, 22], "guarante": 17, "savitzki": 17, "golai": 17, "fall": 17, "minima": 17, "caus": [17, 22], "odd": 17, "couldn": 17, "find_peaks1d_ohav": [17, 21, 22], "fourier_ratio_deconvolut": [17, 22], "inde": [17, 22], "achiev": [17, 21], "awar": 17, "estimate_thick": [17, 22], "mean_free_path": 17, "rel": [17, 22], "absolut": [17, 22], "hyperspectrum": 17, "well": [17, 22], "roughli": 17, "across": [17, 22], "nanomet": 17, "angular": [17, 22], "mfp": 17, "just": 17, "coars": 17, "zlpc": 17, "meet": 17, "criterion": 17, "fourier_log_deconvolut": [17, 22], "add_zlp": 17, "fourier": 17, "deconvolut": 17, "deconvolv": 17, "channel": 17, "decai": 17, "smoothli": 17, "side": [17, 21], "extrapolate_lowloss": 17, "extrapolate_coreloss": 17, "reduc": [17, 22], "amplif": 17, "half": [17, 25], "snr": 17, "generate_subshel": 17, "subshel": 17, "get_zero_loss_peak_mask": 17, "zero_loss_peak_mask_width": 17, "kramers_kronig_analysi": [17, 22], "full_output": 17, "ssd": 17, "kramer": 17, "kronig": 17, "relat": [17, 22], "fft": [17, 22], "loop": 17, "devis": 17, "suppos": 17, "unoxid": 17, "planar": 17, "neglect": 17, "coupl": 17, "retard": 17, "broaden": 17, "excit": [17, 21, 22], "particl": 17, "refract": [17, 22], "medium": 17, "stabil": 17, "ep": 17, "epsilon_1": 17, "epsilon_2": 17, "matlab": 17, "wrap": 17, "problem": 17, "workaround": 17, "pad": 17, "plot_edg": 17, "only_edg": 17, "draw": 17, "zr_l": 17, "zr_l3": 17, "power_law_extrapol": 17, "window_s": 17, "extrapolation_s": 17, "fix_neg_r": 17, "flag": 17, "done": 17, "print_edges_near_energi": [17, 22], "sequenc": 17, "overrid": 17, "prettytext": 17, "represent": 17, "termin": 17, "richardson_lucy_deconvolut": [17, 22], "psf": 17, "num_work": 17, "1d": 17, "richardson": 17, "luci": 17, "kernel": 17, "spatial": [17, 21], "worker": 17, "dask": 17, "gloter": 17, "douiri": 17, "tenc": 17, "colliex": 17, "solut": 17, "ultramicroscopi": [17, 19], "96": [17, 19, 21], "septemb": 17, "2003": 17, "385": 17, "400": 17, "necessari": [17, 21, 22], "ui": 17, "spikes_diagnosi": 17, "histogram": 17, "choos": 17, "spike": 17, "get_histogram": 17, "spikes_removal_tool": 17, "graphic": 17, "luminesc": 17, "detect": 17, "introduc": 17, "artefact": 17, "mitig": 17, "interest": 17, "spikesremov": 17, "quarter": 17, "lazycomplexsignal1d": 17, "delai": [17, 22], "explicitli": 17, "request": [17, 21], "expect": 17, "instanti": 17, "da": 17, "as_lazi": 17, "lazysignal1d": 17, "burdet2013": [19, 21], "burdet": 19, "vannod": 19, "hessler": 19, "wyser": 19, "rappaz": 19, "cantoni": 19, "laser": 19, "weld": 19, "niti": 19, "stainless": 19, "steel": 19, "wire": 19, "fib": 19, "acta": 19, "materialia": 19, "61": 19, "2013": 19, "3090": 19, "3098": 19, "1016": 19, "actamat": 19, "069": 19, "photoelectr": 19, "92": 19, "mev": 19, "nist": 19, "physic": 19, "gov": 19, "ffast": 19, "egerton2011": [19, 20, 22], "1007": 19, "978": 19, "4419": 19, "9583": 19, "macarthur2016": [19, 21], "macarthur": 19, "haigh": 19, "ozkaya": 19, "nellist": 19, "lozano": 19, "perez": 19, "quantit": [19, 21], "catalyst": 19, "partial": 19, "microsc": 19, "microan": 19, "2016": 19, "71": 19, "81": 19, "1017": 19, "s1431927615015494": 19, "rossouw2015": [19, 21], "rossouw": 19, "pe\u00f1a": 19, "ducati": 19, "knappett": 19, "wheatlei": 19, "midglei": 19, "multicompon": 19, "unmix": 19, "nanoheterostructur": 19, "overcom": 19, "tradit": 19, "challeng": 19, "nanoscal": 19, "machin": 19, "nano": 19, "lett": 19, "2015": 19, "2716": 19, "2720": 19, "1021": 19, "ac": 19, "nanolett": 19, "5b00449": 19, "watanabe1996": [19, 21], "watanab": 19, "horita": 19, "nemoto": 19, "microanalysi": 19, "65": 19, "187": 19, "198": 19, "s0304": 19, "3991": 19, "00070": 19, "watanabe2006": [19, 21], "william": 19, "thin": [19, 21], "specimen": [19, 21], "review": 19, "221": 19, "2006": 19, "89": 19, "109": 19, "onlinelibrari": 19, "wilei": 19, "com": [19, 21], "1111": 19, "1365": 19, "2818": 19, "01549": 19, "williams2009": 19, "carter": 19, "textbook": 19, "scienc": 19, "york": 19, "2009": 19, "387": 19, "76501": 19, "inherit": [20, 22], "complexsign": 20, "thu": 20, "access": [20, 25], "sure": [20, 22], "properli": 20, "set_signal_typ": [20, 21, 22], "eff1": 20, "m_": 20, "hbar": 20, "int_": 20, "eff2": 20, "n_a": 20, "epsilon_0": 20, "permitt": [20, 22], "m_0": 20, "charg": 20, "naiv": 20, "2i_": 20, "a_": 20, "ln": [20, 21], "theta": 20, "characterist": 20, "chapter": [21, 22, 25], "130mb": 21, "urllib": 21, "urlretriev": 21, "urlopen": 21, "zipfil": 21, "dropbox": 21, "s7cx92mfh2zvt3x": 21, "hyperspy_demos_edx_sem_fil": 21, "raw": 21, "extractal": 21, "abl": 21, "among": 21, "rpl": 21, "bruker": 21, "export": 21, "ni_superalloy_1pix": 21, "record": [21, 25], "as_signal1d": 21, "back": 21, "ni_superalloy_010": 21, "256": 21, "224": 21, "wildcard": 21, "si4d": 21, "ni_superalloy_0": 21, "eds_tem": [21, 25], "eds_sem": [21, 25], "assign": [21, 22], "exist": 21, "These": [21, 24], "006855": 21, "eds_detector_elev": 21, "manual": [21, 22], "info": 21, "s1pixel": 21, "descript": [21, 22], "accept": 21, "sever": [21, 22], "onc": 21, "fe_la": 21, "example_sign": 21, "eds_sem_spectrum": 21, "general_properti": 21, "atomic_weight": 21, "55": [21, 22], "845": 21, "iron": 21, "physical_properti": 21, "874": 21, "atomic_properti": 21, "404": [21, 22], "0568": 21, "1272": 21, "705": 21, "lb3": 21, "792": 21, "02448": 21, "615": 21, "3086": 21, "62799": 21, "12525": 21, "nearest": 21, "get_xray_lines_near_energi": 21, "maxpeakn": 21, "ca_la": 21, "b_ka": 21, "visualis": 21, "3d": 21, "label": [21, 22, 25], "ecdlgwxjq04m5mx": 21, "hyperspy_demos_eds_tem_fil": 21, "hyperspy_demos_edx_tem_fil": 21, "core_shel": 21, "hdf5": [21, 22], "plot_imag": 21, "eds_map": 21, "axes_decor": 21, "scalebar": 21, "isig": 21, "tm001": 21, "next": [21, 22, 24], "One": 21, "65241": 21, "al_kb": 21, "ar_ka": 21, "3136": 21, "ar_kb": 21, "79258": 21, "1640": 21, "cu_kb": 21, "74032": 21, "cu_lb1": 21, "cu_ln": 21, "cu_ll": 21, "cu_lb3": 21, "47796": 21, "mn_kb": 21, "73665": 21, "mn_ln": 21, "mn_ll": 21, "mn_lb3": 21, "68703": 21, "zr_lb1": 21, "zr_lb2": 21, "zr_ln": 21, "zr_lg3": 21, "zr_ll": 21, "zr_lg1": 21, "zr_lb3": 21, "background_order_6": 21, "000000": 21, "131": 21, "927922": 21, "tune": 21, "4865": 21, "9577": 21, "2774": 21, "95": 21, "0478": 21, "9295": 21, "56": 21, "0423": 21, "75": 21, "manufactur": 21, "convers": 21, "possibl": [21, 22], "edx_cross_section_to_zeta": 21, "zeta_to_edx_cross_sect": 21, "carri": 21, "04": 21, "revers": 21, "acquisit": [21, 25], "dwell": [21, 25], "accur": [21, 22], "diamet": 21, "00125": 21, "high": 21, "subsequ": 21, "much": [21, 22], "illumin": [21, 25], "becom": 21, "put": [21, 22], "still": [21, 22], "messag": 21, "remind": 21, "rather": 21, "experi": 21, "additt": 21, "At": 21, "parallel": 21, "film": 21, "basi": 21, "particularli": 21, "inhomogen": 21, "system": [21, 24], "thermo": 21, "fisher": 21, "separ": [21, 22], "4161643905127": 21, "electron_rang": 21, "xray_rang": 21, "copper": 21, "micron": 21, "9361716759499248": 21, "carbon": 21, "30kv": 21, "density_gcm3": 21, "6418811280855454": 21, "8766744984001607": 21, "discuss": 22, "parent": 22, "previou": 22, "archiv": 22, "hspy": 22, "get_edges_near_energi": 22, "identifi": 22, "arrang": 22, "849": 22, "846": 22, "852": 22, "misc": [22, 25], "532": 22, "o_k": 22, "pd_m3": 22, "sb_m5": 22, "sb_m4": 22, "la_m4": 22, "fe_l1": 22, "artificial_data": 22, "get_core_loss_eels_sign": 22, "401": 22, "relev": [22, 24, 25], "n_k": 22, "abrupt": 22, "sc_l3": 22, "402": 22, "sharp": 22, "cd_m5": 22, "sc_l2": 22, "407": 22, "mo_m2": 22, "410": 22, "mo_m3": 22, "392": 22, "cd_m4": 22, "411": 22, "inspect": 22, "identif": 22, "drag": 22, "mous": 22, "button": 22, "toggl": 22, "complementari": 22, "box": 22, "tick": 22, "outsid": 22, "aid": 22, "iakoubovskii2008": 22, "inelast": 22, "imfp": 22, "unknown": 22, "robust": 22, "easi": 22, "quasi": 22, "rudimentari": 22, "wise": 22, "certain": 22, "impact": 22, "npoint": 22, "realli": 22, "boron": [22, 25], "nitrid": 22, "onlin": 22, "hexagon": 22, "worth": 22, "life": 22, "hand": 22, "plural": 22, "b_k": 22, "conveni": 22, "6599071": 22, "pooch": 22, "gosh10": 22, "url": 22, "segger_guzzinati_kohl_1": 22, "known_hash": 22, "md5": 22, "d65d5c23142532fde0a80e160ab51574": 22, "entir": 22, "elem": 22, "045648": 22, "048061": 22, "permit": 22, "easili": 22, "manifest": 22, "distinct": 22, "few": 22, "ten": 22, "due": 22, "variat": 22, "probabl": 22, "offer": 22, "insight": 22, "bond": 22, "cannot": 22, "principl": 22, "mimic": 22, "fine_structure_act": 22, "decreas": 22, "expens": 22, "fine_structure_coeff": 22, "Its": 22, "zoom": 22, "bn": 22, "let": 22, "nitrogen": [22, 25], "set_signal_rang": 22, "160": 22, "194": 22, "command": [22, 24], "better": 22, "closer": 22, "essenti": 22, "desir": 22, "sometim": 22, "suspend": 22, "resum": 22, "replac": [22, 24], "gaussianhf": 22, "b_k_l1": 22, "201": 22, "b_k_l2": 22, "know": 22, "would": 22, "simpli": 22, "fine_structure_compon": 22, "3rd": 22, "205": 22, "fine_structure_spline_onset": 22, "plot_compon": 22, "white": 22, "rest": 22, "pip": 23, "spectrometri": 23, "tool": 23, "bibliographi": 23, "instruct": 24, "pend": 24, "meantim": 24, "bundl": 24, "standalon": 24, "program": 24, "recommend": 24, "anyth": 24, "appropri": 24, "suggest": 24, "miniforg": 24, "alreadi": 24, "prompt": 24, "complet": 24, "troubl": 24, "especi": 24, "unfamiliar": 24, "enter": 24, "anaconda": 24, "scratch": 24, "jupyterlab": 24, "lab": 24, "upgrad": 24, "notifi": 24, "watch": 24, "tree": 25, "node": 25, "leaf": 25, "quantiti": 25, "dimensionless": 25, "_unit": 25, "suffix": 25, "besid": 25, "dictionarytreebrows": 25, "set_item": 25, "has_item": 25, "get_item": 25, "repres": 25, "diagram": 25, "parenthes": 25, "detector_typ": 25, "\u00ba": 25, "magnif": 25, "rotat": 25, "mm": 25, "working_dist": 25, "apertur": 25, "dwell_tim": 25, "exposur": 25, "frame_numb": 25, "spectromet": 25, "camera_length": 25, "compos": 25, "ni_lb": 25, "aluminum": 25, "nickel": 25, "vg": 25, "501": 25, "stem": 25, "camera": 25, "tilt": 25, "se": 25, "aperture_s": 25, "entranc": 25, "frame": 25, "gatan": 25, "enfinium": 25, "er": 25, "977": 25, "azimuth": 25, "perpendicular": 25, "elev": 25, "manganes": 25, "spent": 25, "compens": 25}, "objects": {"exspy": [[12, 0, 0, "-", "components"], [13, 0, 0, "-", "data"], [15, 0, 0, "-", "material"], [16, 0, 0, "-", "models"], [17, 0, 0, "-", "signals"]], "exspy.components": [[12, 1, 1, "", "DoublePowerLaw"], [12, 1, 1, "", "EELSArctan"], [12, 1, 1, "", "EELSCLEdge"], [12, 1, 1, "", "PESVoigt"], [12, 1, 1, "", "SEE"], [12, 1, 1, "", "Vignetting"], [12, 1, 1, "", "VolumePlasmonDrude"]], "exspy.components.DoublePowerLaw": [[12, 2, 1, "", "function_nd"], [12, 3, 1, "", "left_cutoff"]], "exspy.components.EELSCLEdge": [[12, 2, 1, "", "as_dictionary"], [12, 4, 1, "", "fine_structure_smoothing"], [12, 2, 1, "", "fix_fine_structure"], [12, 2, 1, "", "free_fine_structure"], [12, 2, 1, "", "function"], [12, 2, 1, "", "get_fine_structure_as_signal1D"], [12, 2, 1, "", "gui"], [12, 2, 1, "", "set_microscope_parameters"]], "exspy.components.PESVoigt": [[12, 2, 1, "", "estimate_parameters"]], "exspy.data": [[13, 5, 1, "", "EDS_SEM_TM002"], [13, 5, 1, "", "EDS_TEM_FePt_nanoparticles"], [13, 5, 1, "", "EELS_MnFe"], [13, 5, 1, "", "EELS_low_loss"], [13, 5, 1, "", "eelsdb"]], "exspy.material": [[15, 5, 1, "", "atomic_to_weight"], [15, 5, 1, "", "density_of_mixture"], [15, 5, 1, "", "mass_absorption_coefficient"], [15, 5, 1, "", "mass_absorption_mixture"], [15, 5, 1, "", "weight_to_atomic"]], "exspy.models": [[16, 1, 1, "", "EDSModel"], [16, 1, 1, "", "EDSSEMModel"], [16, 1, 1, "", "EDSTEMModel"], [16, 1, 1, "", "EELSModel"]], "exspy.models.EDSModel": [[16, 2, 1, "", "add_family_lines"], [16, 2, 1, "", "add_polynomial_background"], [16, 2, 1, "", "as_dictionary"], [16, 2, 1, "", "calibrate_energy_axis"], [16, 2, 1, "", "calibrate_xray_lines"], [16, 2, 1, "", "disable_xray_lines"], [16, 2, 1, "", "enable_xray_lines"], [16, 2, 1, "", "fit_background"], [16, 2, 1, "", "fix_background"], [16, 2, 1, "", "fix_sub_xray_lines_weight"], [16, 2, 1, "", "fix_xray_lines_energy"], [16, 2, 1, "", "fix_xray_lines_width"], [16, 2, 1, "", "free_background"], [16, 2, 1, "", "free_sub_xray_lines_weight"], [16, 2, 1, "", "free_xray_lines_energy"], [16, 2, 1, "", "free_xray_lines_width"], [16, 2, 1, "", "get_lines_intensity"], [16, 2, 1, "", "remove"]], "exspy.models.EELSModel": [[16, 2, 1, "", "append"], [16, 2, 1, "", "disable_background"], [16, 2, 1, "", "disable_edges"], [16, 2, 1, "", "disable_fine_structure"], [16, 2, 1, "", "disable_free_onset_energy"], [16, 2, 1, "", "enable_background"], [16, 2, 1, "", "enable_edges"], [16, 2, 1, "", "enable_fine_structure"], [16, 2, 1, "", "enable_free_onset_energy"], [16, 2, 1, "", "fit"], [16, 2, 1, "", "fit_background"], [16, 2, 1, "", "fix_edges"], [16, 2, 1, "", "fix_fine_structure"], [16, 2, 1, "", "free_edges"], [16, 2, 1, "", "free_fine_structure"], [16, 2, 1, "", "quantify"], [16, 2, 1, "", "remove"], [16, 2, 1, "", "remove_fine_structure_data"], [16, 2, 1, "", "resolve_fine_structure"], [16, 2, 1, "", "resume_auto_fine_structure_width"], [16, 2, 1, "", "set_all_edges_intensities_positive"], [16, 2, 1, "", "set_convolution_axis"], [16, 4, 1, "", "signal"], [16, 2, 1, "", "smart_fit"], [16, 2, 1, "", "suspend_auto_fine_structure_width"], [16, 2, 1, "", "two_area_background_estimation"], [16, 2, 1, "", "unset_all_edges_intensities_positive"]], "exspy.signals": [[17, 1, 1, "", "DielectricFunction"], [17, 1, 1, "", "EDSSEMSpectrum"], [17, 1, 1, "", "EDSSpectrum"], [17, 1, 1, "", "EDSTEMSpectrum"], [17, 1, 1, "", "EELSSpectrum"], [17, 1, 1, "", "LazyDielectricFunction"], [17, 1, 1, "", "LazyEDSSEMSpectrum"], [17, 1, 1, "", "LazyEDSSpectrum"], [17, 1, 1, "", "LazyEDSTEMSpectrum"], [17, 1, 1, "", "LazyEELSSpectrum"]], "exspy.signals.DielectricFunction": [[17, 2, 1, "", "get_electron_energy_loss_spectrum"], [17, 2, 1, "", "get_number_of_effective_electrons"]], "exspy.signals.EDSSEMSpectrum": [[17, 2, 1, "", "create_model"], [17, 2, 1, "", "get_calibration_from"], [17, 2, 1, "", "set_microscope_parameters"]], "exspy.signals.EDSSpectrum": [[17, 2, 1, "", "add_elements"], [17, 2, 1, "", "add_lines"], [17, 2, 1, "", "add_xray_lines_markers"], [17, 2, 1, "", "estimate_background_windows"], [17, 2, 1, "", "estimate_integration_windows"], [17, 2, 1, "", "get_lines_intensity"], [17, 2, 1, "", "get_take_off_angle"], [17, 2, 1, "", "plot"], [17, 2, 1, "", "rebin"], [17, 2, 1, "", "remove_xray_lines_markers"], [17, 2, 1, "", "set_elements"], [17, 2, 1, "", "set_lines"], [17, 2, 1, "", "sum"]], "exspy.signals.EDSTEMSpectrum": [[17, 2, 1, "", "CL_get_mass_thickness"], [17, 2, 1, "", "create_model"], [17, 2, 1, "", "decomposition"], [17, 2, 1, "", "get_calibration_from"], [17, 2, 1, "", "get_probe_area"], [17, 2, 1, "", "quantification"], [17, 2, 1, "", "set_microscope_parameters"], [17, 2, 1, "", "vacuum_mask"]], "exspy.signals.EELSSpectrum": [[17, 2, 1, "", "add_elements"], [17, 2, 1, "", "align_zero_loss_peak"], [17, 2, 1, "", "create_model"], [17, 2, 1, "", "edges_at_energy"], [17, 2, 1, "", "estimate_elastic_scattering_intensity"], [17, 2, 1, "", "estimate_elastic_scattering_threshold"], [17, 2, 1, "", "estimate_thickness"], [17, 2, 1, "", "estimate_zero_loss_peak_centre"], [17, 2, 1, "", "fourier_log_deconvolution"], [17, 2, 1, "", "fourier_ratio_deconvolution"], [17, 2, 1, "", "generate_subshells"], [17, 2, 1, "", "get_zero_loss_peak_mask"], [17, 2, 1, "", "kramers_kronig_analysis"], [17, 2, 1, "", "plot"], [17, 2, 1, "", "power_law_extrapolation"], [17, 2, 1, "", "print_edges_near_energy"], [17, 2, 1, "", "rebin"], [17, 2, 1, "", "richardson_lucy_deconvolution"], [17, 2, 1, "", "set_microscope_parameters"], [17, 2, 1, "", "spikes_diagnosis"], [17, 2, 1, "", "spikes_removal_tool"], [17, 2, 1, "", "vacuum_mask"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:attribute", "4": "py:property", "5": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "attribute", "Python attribute"], "4": ["py", "property", "Python property"], "5": ["py", "function", "Python function"]}, "titleterms": {"galleri": 0, "exampl": 0, "model": [0, 2, 16, 22], "fit": [0, 1, 2, 5, 21, 22], "eel": [1, 22, 25], "curv": [1, 21, 22], "plot": [3, 21], "residu": 3, "comput": [4, 6, 18, 20], "time": [4, 6, 18], "simpl": 5, "arctan": 5, "changelog": 7, "unreleas": 7, "2024": 7, "02": 7, "20": 7, "improv": 7, "document": [7, 9, 10, 11], "mainten": 7, "0": 7, "1": [7, 24], "2023": 7, "12": 7, "03": 7, "new": [7, 9, 24], "featur": 7, "enhanc": 7, "initi": 7, "10": 7, "28": 7, "cite": [8, 10, 11], "exspi": [8, 10, 11, 12, 13, 15, 16, 17, 25], "contribut": 9, "issu": 9, "pull": 9, "request": 9, "review": 9, "code": 9, "style": 9, "write": 9, "test": 9, "releas": 9, "version": 9, "welcom": [10, 11], "learn": [10, 11], "resourc": [10, 11], "citat": [10, 11], "scientif": [10, 11], "literatur": [10, 11], "licens": [10, 11], "compon": 12, "data": [13, 21, 22], "refer": 14, "materi": 15, "signal": [17, 20, 25], "bibliographi": 19, "dielectr": 20, "function": 20, "tool": [20, 22], "number": 20, "effect": 20, "electron": [20, 21, 22], "energi": [20, 21, 22], "loss": [20, 22], "dispers": 21, "x": 21, "rai": 21, "spectrometri": 21, "ed": [21, 25], "spectrum": 21, "load": 21, "paramet": 21, "microscop": 21, "detector": [21, 25], "axi": 21, "copi": 21, "calibr": 21, "describ": 21, "sampl": [21, 22, 25], "element": [21, 22], "line": 21, "databas": 21, "find": 21, "from": 21, "get": [21, 24], "intens": [21, 22], "an": 21, "background": 21, "subtract": 21, "quantif": 21, "absorpt": 21, "correct": 21, "util": 21, "mass": 21, "coeffici": 21, "rang": 21, "spectroscopi": 22, "analysi": 22, "composit": 22, "thick": 22, "estim": 22, "zero": 22, "peak": 22, "centr": 22, "align": 22, "deconvolut": 22, "elast": 22, "scatter": 22, "kramer": 22, "kronig": 22, "creat": [22, 24], "generalis": 22, "oscil": 22, "strength": 22, "fine": 22, "structur": [22, 25], "user": 23, "guid": 23, "instal": 24, "us": 24, "conda": 24, "environ": 24, "2": 24, "packag": 24, "3": 24, "start": 24, "pip": 24, "updat": 24, "metadata": 25, "gener": 25, "acquisition_instru": 25, "tem": 25, "sem": 25, "stage": 25}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 60}, "alltitles": {"Gallery of Examples": [[0, "gallery-of-examples"]], "Model fitting": [[0, "model-fitting"], [2, "model-fitting"]], "EELS curve fitting": [[1, "eels-curve-fitting"], [22, "eels-curve-fitting"]], "Plot Residual": [[3, "plot-residual"]], "Computation times": [[4, "computation-times"], [6, "computation-times"], [18, "computation-times"]], "Simple arctan fit": [[5, "simple-arctan-fit"]], "Changelog": [[7, "changelog"]], " [UNRELEASED] (2024-02-20)": [[7, "release-unreleased-2024-02-20"]], "Improved Documentation": [[7, "improved-documentation"]], "Maintenance": [[7, "maintenance"], [7, "id5"]], "0.1 (2023-12-03)": [[7, "id3"]], "New features": [[7, "new-features"]], "Enhancements": [[7, "enhancements"]], "Initiation (2023-10-28)": [[7, "initiation-2023-10-28"]], "Citing eXSpy": [[8, "citing-exspy"], [10, "citing-exspy"], [11, "citing-exspy"]], "Contributing": [[9, "contributing"]], "Issues": [[9, "issues"]], "Pull Requests": [[9, "pull-requests"]], "Reviewing": [[9, "reviewing"]], "Documentation": [[9, "documentation"]], "Code style": [[9, "code-style"]], "Writing tests": [[9, "writing-tests"]], "Releasing a new version": [[9, "releasing-a-new-version"]], "Welcome to the documentation of eXSpy!": [[10, "welcome-to-the-documentation-of-exspy"], [11, "welcome-to-the-documentation-of-exspy"]], "Learning resources": [[10, "learning-resources"], [11, "learning-resources"]], "Citation in the scientific literature": [[10, "citation-in-the-scientific-literature"], [11, "citation-in-the-scientific-literature"]], "License": [[10, "license"], [11, "license"]], "exspy.components": [[12, "exspy-components"]], "exspy.data": [[13, "exspy-data"]], "Reference": [[14, "reference"], [14, null]], "exspy.material": [[15, "exspy-material"]], "exspy.models": [[16, "exspy-models"]], "exspy.signals": [[17, "exspy-signals"]], "Bibliography": [[19, "bibliography"]], "Dielectric function tools": [[20, "dielectric-function-tools"]], "Number of effective electrons": [[20, "number-of-effective-electrons"]], "Compute the electron energy-loss signal": [[20, "compute-the-electron-energy-loss-signal"]], "Energy-Dispersive X-ray Spectrometry (EDS)": [[21, "energy-dispersive-x-ray-spectrometry-eds"]], "Spectrum loading and parameters": [[21, "spectrum-loading-and-parameters"]], "Loading data": [[21, "loading-data"]], "Microscope and detector parameters": [[21, "microscope-and-detector-parameters"]], "Energy axis": [[21, "energy-axis"]], "Copying spectrum calibration": [[21, "copying-spectrum-calibration"]], "Describing the sample": [[21, "describing-the-sample"]], "Elements": [[21, "elements"]], "X-ray lines": [[21, "x-ray-lines"]], "Elemental database": [[21, "elemental-database"]], "Finding elements from energy": [[21, "finding-elements-from-energy"]], "Plotting": [[21, "plotting"]], "Plotting X-ray lines": [[21, "plotting-x-ray-lines"]], "Getting the intensity of an X-ray line": [[21, "getting-the-intensity-of-an-x-ray-line"]], "Background subtraction": [[21, "background-subtraction"]], "EDS curve fitting": [[21, "eds-curve-fitting"]], "EDS Quantification": [[21, "eds-quantification"]], "Absorption Correction": [[21, "absorption-correction"]], "Utils": [[21, "utils"]], "Mass absorption coefficient database": [[21, "mass-absorption-coefficient-database"]], "Electron and X-ray range": [[21, "electron-and-x-ray-range"]], "Electron Energy Loss Spectroscopy": [[22, "electron-energy-loss-spectroscopy"]], "Tools for EELS data analysis": [[22, "tools-for-eels-data-analysis"]], "Elemental composition of the sample": [[22, "elemental-composition-of-the-sample"]], "Thickness estimation": [[22, "thickness-estimation"]], "Zero-loss peak centre and alignment": [[22, "zero-loss-peak-centre-and-alignment"]], "Deconvolutions": [[22, "deconvolutions"]], "Estimate elastic scattering intensity": [[22, "estimate-elastic-scattering-intensity"]], "Kramers-Kronig Analysis": [[22, "kramers-kronig-analysis"]], "Creating model": [[22, "creating-model"]], "Generalised Oscillator Strengths": [[22, "generalised-oscillator-strengths"]], "Fitting model": [[22, "fitting-model"]], "Fine structure analysis": [[22, "fine-structure-analysis"], [22, "id1"]], "User Guide": [[23, "user-guide"]], "Installation": [[24, "installation"]], "Installation using conda": [[24, "installation-using-conda"]], "1. Creating a conda environment": [[24, "creating-a-conda-environment"]], "2. Installing the package in the new environment": [[24, "installing-the-package-in-the-new-environment"]], "3. Getting Started": [[24, "getting-started"]], "Installation using pip": [[24, "installation-using-pip"]], "Updating the package": [[24, "updating-the-package"]], "eXSpy Metadata Structure": [[25, "exspy-metadata-structure"]], "General": [[25, "general"]], "Sample": [[25, "sample"]], "Signal": [[25, "signal"]], "Acquisition_instrument": [[25, "acquisition-instrument"]], "TEM": [[25, "tem"]], "SEM": [[25, "sem"]], "Stage": [[25, "stage"]], "Detector": [[25, "detector"]], "EELS": [[25, "eels"]], "EDS": [[25, "eds"]]}, "indexentries": {"doublepowerlaw (class in exspy.components)": [[12, "exspy.components.DoublePowerLaw"]], "eelsarctan (class in exspy.components)": [[12, "exspy.components.EELSArctan"]], "eelscledge (class in exspy.components)": [[12, "exspy.components.EELSCLEdge"]], "pesvoigt (class in exspy.components)": [[12, "exspy.components.PESVoigt"]], "see (class in exspy.components)": [[12, "exspy.components.SEE"]], "vignetting (class in exspy.components)": [[12, "exspy.components.Vignetting"]], "volumeplasmondrude (class in exspy.components)": [[12, "exspy.components.VolumePlasmonDrude"]], "as_dictionary() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.as_dictionary"]], "estimate_parameters() (exspy.components.pesvoigt method)": [[12, "exspy.components.PESVoigt.estimate_parameters"]], "exspy.components": [[12, "module-exspy.components"]], "fine_structure_smoothing (exspy.components.eelscledge property)": [[12, "exspy.components.EELSCLEdge.fine_structure_smoothing"]], "fix_fine_structure() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.fix_fine_structure"]], "free_fine_structure() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.free_fine_structure"]], "function() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.function"]], "function_nd() (exspy.components.doublepowerlaw method)": [[12, "exspy.components.DoublePowerLaw.function_nd"]], "get_fine_structure_as_signal1d() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.get_fine_structure_as_signal1D"]], "gui() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.gui"]], "left_cutoff (exspy.components.doublepowerlaw attribute)": [[12, "exspy.components.DoublePowerLaw.left_cutoff"]], "module": [[12, "module-exspy.components"], [13, "module-exspy.data"], [15, "module-exspy.material"], [16, "module-exspy.models"], [17, "module-exspy.signals"]], "set_microscope_parameters() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.set_microscope_parameters"]], "eds_sem_tm002() (in module exspy.data)": [[13, "exspy.data.EDS_SEM_TM002"]], "eds_tem_fept_nanoparticles() (in module exspy.data)": [[13, "exspy.data.EDS_TEM_FePt_nanoparticles"]], "eels_mnfe() (in module exspy.data)": [[13, "exspy.data.EELS_MnFe"]], "eels_low_loss() (in module exspy.data)": [[13, "exspy.data.EELS_low_loss"]], "eelsdb() (in module exspy.data)": [[13, "exspy.data.eelsdb"]], "exspy.data": [[13, "module-exspy.data"]], "atomic_to_weight() (in module exspy.material)": [[15, "exspy.material.atomic_to_weight"]], "density_of_mixture() (in module exspy.material)": [[15, "exspy.material.density_of_mixture"]], "exspy.material": [[15, "module-exspy.material"]], "mass_absorption_coefficient() (in module exspy.material)": [[15, "exspy.material.mass_absorption_coefficient"]], "mass_absorption_mixture() (in module exspy.material)": [[15, "exspy.material.mass_absorption_mixture"]], "weight_to_atomic() (in module exspy.material)": [[15, "exspy.material.weight_to_atomic"]], "edsmodel (class in exspy.models)": [[16, "exspy.models.EDSModel"]], "edssemmodel (class in exspy.models)": [[16, "exspy.models.EDSSEMModel"]], "edstemmodel (class in exspy.models)": [[16, "exspy.models.EDSTEMModel"]], "eelsmodel (class in exspy.models)": [[16, "exspy.models.EELSModel"]], "add_family_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.add_family_lines"]], "add_polynomial_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.add_polynomial_background"]], "append() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.append"]], "as_dictionary() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.as_dictionary"]], "calibrate_energy_axis() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.calibrate_energy_axis"]], "calibrate_xray_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.calibrate_xray_lines"]], "disable_background() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_background"]], "disable_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_edges"]], "disable_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_fine_structure"]], "disable_free_onset_energy() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_free_onset_energy"]], "disable_xray_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.disable_xray_lines"]], "enable_background() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_background"]], "enable_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_edges"]], "enable_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_fine_structure"]], "enable_free_onset_energy() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_free_onset_energy"]], "enable_xray_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.enable_xray_lines"]], "exspy.models": [[16, "module-exspy.models"]], "fit() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fit"]], "fit_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fit_background"]], "fit_background() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fit_background"]], "fix_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_background"]], "fix_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fix_edges"]], "fix_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fix_fine_structure"]], "fix_sub_xray_lines_weight() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_sub_xray_lines_weight"]], "fix_xray_lines_energy() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_xray_lines_energy"]], "fix_xray_lines_width() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_xray_lines_width"]], "free_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_background"]], "free_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.free_edges"]], "free_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.free_fine_structure"]], "free_sub_xray_lines_weight() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_sub_xray_lines_weight"]], "free_xray_lines_energy() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_xray_lines_energy"]], "free_xray_lines_width() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_xray_lines_width"]], "get_lines_intensity() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.get_lines_intensity"]], "quantify() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.quantify"]], "remove() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.remove"]], "remove() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.remove"]], "remove_fine_structure_data() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.remove_fine_structure_data"]], "resolve_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.resolve_fine_structure"]], "resume_auto_fine_structure_width() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.resume_auto_fine_structure_width"]], "set_all_edges_intensities_positive() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.set_all_edges_intensities_positive"]], "set_convolution_axis() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.set_convolution_axis"]], "signal (exspy.models.eelsmodel property)": [[16, "exspy.models.EELSModel.signal"]], "smart_fit() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.smart_fit"]], "suspend_auto_fine_structure_width() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.suspend_auto_fine_structure_width"]], "two_area_background_estimation() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.two_area_background_estimation"]], "unset_all_edges_intensities_positive() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.unset_all_edges_intensities_positive"]], "cl_get_mass_thickness() (exspy.signals.edstemspectrum static method)": [[17, "exspy.signals.EDSTEMSpectrum.CL_get_mass_thickness"]], "dielectricfunction (class in exspy.signals)": [[17, "exspy.signals.DielectricFunction"]], "edssemspectrum (class in exspy.signals)": [[17, "exspy.signals.EDSSEMSpectrum"]], "edsspectrum (class in exspy.signals)": [[17, "exspy.signals.EDSSpectrum"]], "edstemspectrum (class in exspy.signals)": [[17, "exspy.signals.EDSTEMSpectrum"]], "eelsspectrum (class in exspy.signals)": [[17, "exspy.signals.EELSSpectrum"]], "lazydielectricfunction (class in exspy.signals)": [[17, "exspy.signals.LazyDielectricFunction"]], "lazyedssemspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEDSSEMSpectrum"]], "lazyedsspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEDSSpectrum"]], "lazyedstemspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEDSTEMSpectrum"]], "lazyeelsspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEELSSpectrum"]], "add_elements() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.add_elements"]], "add_elements() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.add_elements"]], "add_lines() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.add_lines"]], "add_xray_lines_markers() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.add_xray_lines_markers"]], "align_zero_loss_peak() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.align_zero_loss_peak"]], "create_model() (exspy.signals.edssemspectrum method)": [[17, "exspy.signals.EDSSEMSpectrum.create_model"]], "create_model() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.create_model"]], "create_model() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.create_model"]], "decomposition() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.decomposition"]], "edges_at_energy() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.edges_at_energy"]], "estimate_background_windows() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.estimate_background_windows"]], "estimate_elastic_scattering_intensity() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_elastic_scattering_intensity"]], "estimate_elastic_scattering_threshold() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_elastic_scattering_threshold"]], "estimate_integration_windows() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.estimate_integration_windows"]], "estimate_thickness() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_thickness"]], "estimate_zero_loss_peak_centre() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_zero_loss_peak_centre"]], "exspy.signals": [[17, "module-exspy.signals"]], "fourier_log_deconvolution() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.fourier_log_deconvolution"]], "fourier_ratio_deconvolution() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.fourier_ratio_deconvolution"]], "generate_subshells() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.generate_subshells"]], "get_calibration_from() (exspy.signals.edssemspectrum method)": [[17, "exspy.signals.EDSSEMSpectrum.get_calibration_from"]], "get_calibration_from() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.get_calibration_from"]], "get_electron_energy_loss_spectrum() (exspy.signals.dielectricfunction method)": [[17, "exspy.signals.DielectricFunction.get_electron_energy_loss_spectrum"]], "get_lines_intensity() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.get_lines_intensity"]], "get_number_of_effective_electrons() (exspy.signals.dielectricfunction method)": [[17, "exspy.signals.DielectricFunction.get_number_of_effective_electrons"]], "get_probe_area() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.get_probe_area"]], "get_take_off_angle() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.get_take_off_angle"]], "get_zero_loss_peak_mask() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.get_zero_loss_peak_mask"]], "kramers_kronig_analysis() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.kramers_kronig_analysis"]], "plot() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.plot"]], "plot() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.plot"]], "power_law_extrapolation() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.power_law_extrapolation"]], "print_edges_near_energy() (exspy.signals.eelsspectrum static method)": [[17, "exspy.signals.EELSSpectrum.print_edges_near_energy"]], "quantification() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.quantification"]], "rebin() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.rebin"]], "rebin() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.rebin"]], "remove_xray_lines_markers() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.remove_xray_lines_markers"]], "richardson_lucy_deconvolution() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.richardson_lucy_deconvolution"]], "set_elements() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.set_elements"]], "set_lines() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.set_lines"]], "set_microscope_parameters() (exspy.signals.edssemspectrum method)": [[17, "exspy.signals.EDSSEMSpectrum.set_microscope_parameters"]], "set_microscope_parameters() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.set_microscope_parameters"]], "set_microscope_parameters() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.set_microscope_parameters"]], "spikes_diagnosis() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.spikes_diagnosis"]], "spikes_removal_tool() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.spikes_removal_tool"]], "sum() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.sum"]], "vacuum_mask() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.vacuum_mask"]], "vacuum_mask() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.vacuum_mask"]]}})
\ No newline at end of file
+Search.setIndex({"docnames": ["auto_examples/index", "auto_examples/model_fitting/EELS_curve_fitting", "auto_examples/model_fitting/index", "auto_examples/model_fitting/plot_residual", "auto_examples/model_fitting/sg_execution_times", "auto_examples/model_fitting/simple_arctan_fit", "auto_examples/sg_execution_times", "changes", "citing", "contributing", "index", "intro", "reference/components", "reference/data", "reference/index", "reference/material", "reference/models", "reference/signals", "sg_execution_times", "user_guide/bibliography", "user_guide/dielectric_function", "user_guide/eds", "user_guide/eels", "user_guide/index", "user_guide/install", "user_guide/metadata_structure"], "filenames": ["auto_examples/index.rst", "auto_examples/model_fitting/EELS_curve_fitting.rst", "auto_examples/model_fitting/index.rst", "auto_examples/model_fitting/plot_residual.rst", "auto_examples/model_fitting/sg_execution_times.rst", "auto_examples/model_fitting/simple_arctan_fit.rst", "auto_examples/sg_execution_times.rst", "changes.rst", "citing.rst", "contributing.rst", "index.rst", "intro.rst", "reference/components.rst", "reference/data.rst", "reference/index.rst", "reference/material.rst", "reference/models.rst", "reference/signals.rst", "sg_execution_times.rst", "user_guide/bibliography.rst", "user_guide/dielectric_function.rst", "user_guide/eds.rst", "user_guide/eels.rst", "user_guide/index.rst", "user_guide/install.rst", "user_guide/metadata_structure.rst"], "titles": ["Gallery of Examples", "EELS curve fitting", "Model fitting", "Plot Residual", "Computation times", "Simple arctan fit", "Computation times", "Changelog", "Citing eXSpy", "Contributing", "Welcome to the documentation of eXSpy!", "Welcome to the documentation of eXSpy!", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.components</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.data</span></code>", "Reference", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.material</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.models</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">exspy.signals</span></code>", "Computation times", "Bibliography", "Dielectric function tools", "Energy-Dispersive X-ray Spectrometry (EDS)", "Electron Energy Loss Spectroscopy", "User Guide", "Installation", "eXSpy Metadata Structure"], "terms": {"below": [0, 2, 8, 10, 11, 12, 17, 22, 24], "i": [0, 2, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 20, 21, 22, 24, 25], "plot": [0, 1, 2, 4, 5, 13, 16, 17, 18, 22, 23], "residu": [0, 2, 4, 18], "eel": [0, 2, 4, 7, 10, 11, 12, 13, 16, 17, 18, 23], "curv": [0, 2, 4, 18, 23], "simpl": [0, 2, 4, 10, 11, 18], "arctan": [0, 2, 4, 12, 18], "download": [0, 1, 3, 5, 7, 13, 21, 22], "all": [0, 3, 9, 12, 13, 16, 17, 18, 21, 22, 24, 25], "python": [0, 1, 3, 5, 7, 9, 10, 11, 24], "sourc": [0, 1, 3, 5, 9, 10, 11, 21], "code": [0, 1, 3, 5, 7, 17, 21], "auto_examples_python": 0, "zip": [0, 21], "jupyt": [0, 1, 3, 5, 9, 10, 11, 17, 24], "notebook": [0, 1, 3, 5, 9, 10, 11, 17, 24], "auto_examples_jupyt": 0, "gener": [0, 1, 3, 5, 9, 10, 11, 13, 16, 17, 22, 23], "sphinx": [0, 1, 3, 5, 9], "go": [1, 3, 5, 7, 12, 16, 17, 22], "end": [1, 3, 5, 12, 17], "full": [1, 3, 5, 12, 17, 25], "exampl": [1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13, 15, 16, 17, 18, 21, 22], "perform": [1, 10, 11, 16, 17, 22], "an": [1, 3, 5, 8, 10, 11, 12, 13, 15, 16, 17, 22, 23, 24, 25], "spectrum": [1, 5, 12, 13, 16, 17, 20, 22, 23, 25], "result": [1, 5, 9, 13, 16, 17, 21, 22], "save": [1, 12, 16, 22], "png": 1, "file": [1, 3, 4, 6, 7, 16, 17, 18, 21, 22], "0": [1, 3, 4, 5, 6, 12, 16, 17, 18, 19, 20, 21, 22], "00": [1, 3, 4, 6, 17, 18], "42": [1, 21], "3m": 1, "b": [1, 3, 12, 17, 19, 21, 22, 25], "": [1, 3, 5, 12, 13, 15, 16, 17, 19, 20, 21, 22, 25], "46": 1, "1k": 1, "02": 1, "12": [1, 15], "319kb": 1, "125k": 1, "01": [1, 12, 16, 17, 19, 21], "31": 1, "460kb": 1, "1": [1, 5, 12, 13, 15, 16, 17, 19, 20, 21, 22], "515k": 1, "28": 1, "49mb": 1, "3": [1, 3, 4, 7, 10, 11, 12, 13, 16, 17, 18, 19, 21, 22], "15m": 1, "15": [1, 12, 17, 19, 21], "2": [1, 3, 12, 15, 16, 17, 20, 21, 22, 25], "68mb": 1, "6": [1, 13, 15, 16, 17, 21, 22], "66m": 1, "06": 1, "20mb": 1, "13": [1, 7, 21], "5": [1, 12, 13, 17, 21, 22], "33m": 1, "03": 1, "1mb": [1, 21], "21": 1, "8": [1, 3, 15, 17, 19, 21], "72m": 1, "18": 1, "4mb": 1, "27": [1, 7], "11": [1, 3, 15], "6m": 1, "19": [1, 12], "8mb": 1, "35": [1, 21], "14": [1, 7], "22": [1, 7, 19], "7mb": 1, "41": [1, 17, 21], "17": 1, "5m": 1, "24": 1, "6mb": 1, "49": 1, "20": [1, 12, 17, 22], "56": [1, 21], "23": 1, "7m": 1, "26": [1, 21], "0mb": 1, "63": [1, 12, 21], "8m": 1, "5mb": 1, "71": [1, 19], "29": 1, "9m": 1, "78": 1, "33": 1, "1m": 1, "85": 1, "36": [1, 17], "0m": 1, "93": [1, 15], "39": 1, "2m": 1, "100": [1, 3, 15, 16, 17, 21], "270gb": 1, "import": [1, 3, 5, 9, 13, 17, 21, 22], "hyperspi": [1, 3, 5, 7, 8, 9, 10, 11, 12, 17, 20, 21, 22, 24, 25], "api": [1, 3, 5, 7, 9, 10, 11, 17, 20, 21, 22], "h": [1, 3, 5, 12, 15, 16, 17, 21, 22], "load": [1, 13, 22, 23, 24], "coreloss_spectrum": 1, "msa": [1, 21], "signal_typ": [1, 21, 25], "ll": [1, 9, 16, 17, 21, 22], "lowloss_spectrum": 1, "add_el": [1, 16, 17, 21, 22], "mn": [1, 13, 17, 21, 25], "o": [1, 9, 17, 22], "set_microscope_paramet": [1, 12, 17, 21, 22], "beam_energi": [1, 17, 21, 22, 25], "300": [1, 22], "convergence_angl": [1, 17, 22, 25], "collection_angl": [1, 17, 22, 25], "m": [1, 3, 5, 16, 17, 19, 21, 22], "create_model": [1, 3, 5, 16, 17, 21, 22], "low_loss": [1, 13, 16, 17], "enable_fine_structur": [1, 16, 22], "multifit": [1, 3, 16, 22], "kind": [1, 16, 22], "smart": [1, 16, 22], "total": [1, 3, 4, 5, 6, 15, 17, 18], "run": [1, 3, 5, 17, 21, 24], "time": [1, 3, 5, 7, 16, 17, 21, 25], "script": [1, 3, 5], "minut": [1, 3, 5], "7": [1, 7, 21, 22], "541": [1, 4, 18], "second": [1, 3, 5, 12, 17, 19, 21, 25], "eels_curve_fit": [1, 4, 18], "ipynb": [1, 3, 5], "py": [1, 3, 4, 5, 18], "galleri": [1, 2, 3, 5, 10, 11, 18], "fit": [3, 4, 7, 10, 11, 12, 16, 17, 18, 23], "affin": 3, "function": [3, 5, 7, 9, 10, 11, 12, 16, 17, 21, 22, 23], "numpi": [3, 5, 9, 12, 17, 21], "np": [3, 5, 12, 16, 17], "creat": [3, 5, 16, 17, 21], "signal": [3, 5, 12, 13, 14, 15, 16, 19, 21, 22, 23], "data": [3, 5, 8, 10, 11, 12, 14, 16, 17, 19, 23, 25], "arang": [3, 5, 12, 17], "1000": [3, 17], "dtype": [3, 17], "int64": 3, "reshap": [3, 12], "10": [3, 12, 13, 15, 16, 17, 19, 21, 22], "signal1d": [3, 5, 12, 16, 17, 21, 22], "add": [3, 5, 7, 13, 16, 17, 21, 22, 25], "nois": [3, 13, 17, 22], "add_poissonian_nois": [3, 17], "random_st": [3, 13], "model": [3, 5, 7, 12, 14, 17, 21, 25], "line": [3, 9, 12, 15, 16, 17, 22, 23, 25], "components1d": [3, 5, 7, 12, 16, 22], "express": [3, 12], "x": [3, 5, 7, 10, 11, 12, 13, 15, 16, 17, 19, 23, 25], "name": [3, 5, 10, 11, 12, 15, 16, 17, 21, 22], "append": [3, 5, 16], "navig": [3, 12, 13, 17, 21], "posit": [3, 12, 16, 17, 21, 22, 25], "except": [3, 16, 17, 21, 22], "ignor": [3, 16, 17], "tqdm": 3, "__del__": 3, "0x7f73bb6c25c0": 3, "traceback": [3, 9], "most": [3, 17, 21, 22], "recent": 3, "call": [3, 9, 16, 17, 21, 22], "last": [3, 17], "opt": 3, "hostedtoolcach": 3, "x64": 3, "lib": 3, "python3": 3, "site": 3, "packag": [3, 7, 9, 10, 11, 23], "std": [3, 5, 16, 17], "1148": 3, "self": [3, 16, 17], "close": [3, 12, 17], "279": 3, "disp": 3, "bar_styl": 3, "danger": 3, "check_delai": 3, "fals": [3, 5, 12, 13, 16, 17], "attributeerror": [3, 17], "tqdm_notebook": 3, "object": [3, 12, 16, 17, 21, 25], "ha": [3, 8, 10, 11, 16, 17, 22, 25], "attribut": [3, 12, 16, 17, 21, 22, 25], "1495": 3, "72it": 3, "plot_residu": [3, 4, 18], "true": [3, 5, 7, 12, 13, 16, 17, 21, 22], "sphinx_gallery_thumbnail_numb": 3, "517": [3, 4, 18], "08": [4, 18], "417": [4, 18], "execut": [4, 6, 16, 18, 22], "from": [4, 6, 7, 12, 13, 15, 16, 17, 18, 19, 20, 22, 24, 25], "auto_exampl": [4, 6], "model_fit": [4, 18], "mem": [4, 6, 18], "mb": [4, 6, 18], "07": [4, 18], "simple_arctan_fit": [4, 5, 18], "358": [4, 5, 18], "model1d": [5, 16], "currentcomponentvalu": 5, "activ": [5, 16, 22, 24], "paramet": [5, 10, 11, 12, 13, 15, 16, 17, 22, 23, 25], "free": [5, 10, 11, 12, 16, 17, 22], "valu": [5, 9, 12, 13, 16, 17, 21, 22, 25], "min": [5, 13, 17], "max": [5, 13, 17], "linear": [5, 12, 17], "A": [5, 6, 12, 13, 15, 16, 17, 19, 21, 22, 25], "00402124": 5, "00214365": 5, "none": [5, 12, 13, 16, 17], "k": [5, 12, 13, 15, 19, 21, 22, 25], "00345924": 5, "08525131": 5, "x0": [5, 12], "04986170": 5, "07930434": 5, "make": [5, 9, 20, 22], "500": 5, "axes_manag": [5, 12, 17, 21], "offset": [5, 12, 13, 16, 17, 21], "unit": [5, 17, 20, 21, 25], "metadata": [5, 7, 10, 11, 15, 16, 17, 21, 22, 23], "titl": [5, 13, 17, 21, 22], "set_signal_origin": 5, "simul": [5, 13, 16, 17, 22], "add_gaussian_nois": 5, "compon": [5, 7, 14, 15, 16, 17, 21, 22], "us": [5, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 23, 25], "arctan_compon": 5, "print": [5, 16, 17, 22], "print_current_valu": [5, 21], "000": 6, "n": [6, 17, 22, 24, 25], "entri": 7, "develop": [7, 9, 24], "version": [7, 8, 10, 11, 15, 22, 24], "ar": [7, 8, 9, 10, 11, 12, 13, 16, 17, 20, 21, 22, 24, 25], "avail": [7, 12, 16, 17, 21, 22], "http": [7, 12, 15, 19, 21], "exspi": [7, 9, 14, 21, 22, 23, 24], "readthedoc": [7, 12], "io": [7, 12], "en": [7, 15], "latest": 7, "chang": [7, 9, 16, 17, 19, 21, 22], "html": [7, 12, 17], "logo": 7, "adapt": [7, 12], "spell": 7, "capit": [7, 25], "ruff": 7, "lint": 7, "format": [7, 17, 21, 22], "remov": [7, 16, 17, 22], "redund": 7, "github": [7, 9, 24], "workflow": [7, 9], "favour": 7, "pre": [7, 17], "commit": 7, "support": [7, 12, 16, 17, 22], "tabul": [7, 19, 22], "generalis": 7, "oscil": 7, "strength": 7, "gosh": [7, 12, 16, 17, 22], "open": [7, 10, 11, 17, 24], "By": [7, 17, 21, 22, 25], "default": [7, 12, 13, 16, 17, 21, 22, 25], "freeli": [7, 22], "usabl": [7, 22], "dataset": [7, 12, 17, 21, 22], "doi": [7, 8, 10, 11, 12, 15, 16, 17, 19, 22], "5281": [7, 16, 17, 22], "zenodo": [7, 16, 17, 22], "7645765": [7, 16, 17, 22], "3082": 7, "fine": [7, 12, 16, 21], "structur": [7, 9, 12, 16, 17, 21, 23], "e": [7, 10, 11, 12, 15, 17, 19, 20, 21, 22, 25], "g": [7, 10, 11, 12, 15, 17, 21, 22, 25], "gaussian": [7, 12, 16, 17, 21, 22], "3206": 7, "enabl": [7, 16, 17, 21, 22], "signal_rang": [7, 17, 22], "argument": [7, 12, 16, 17, 21, 22], "when": [7, 9, 17, 21, 22, 25], "subpixel": [7, 17, 22], "align_zero_loss_peak": [7, 17, 22], "towncrier": 7, "manag": 7, "releas": [7, 8, 24], "note": [7, 12, 13, 16, 17, 20, 21, 22, 25], "set": [7, 12, 13, 16, 17, 20, 21, 22], "dev": 7, "reusabl": 7, "organis": 7, "doc": [7, 9], "consolid": 7, "pyproject": 7, "toml": 7, "4": [7, 12, 13, 16, 17, 19, 21, 22], "setuptools_scm": 7, "holospi": [7, 8], "build": [7, 16], "test": [7, 12, 17, 21], "wa": [7, 12, 21], "split": [7, 12], "out": [7, 9, 10, 11, 17, 21, 22], "repositori": [7, 9, 24], "oct": 7, "The": [7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 25], "rai": [7, 10, 11, 15, 16, 17, 19, 23, 25], "energi": [7, 10, 11, 12, 13, 15, 16, 17, 19, 23, 25], "dispers": [7, 10, 11, 17, 19, 23, 25], "spectroscopi": [7, 10, 11, 12, 17, 19, 23, 25], "ed": [7, 10, 11, 13, 16, 17, 19, 23], "electron": [7, 10, 11, 12, 13, 17, 19, 23, 25], "loss": [7, 10, 11, 12, 13, 16, 17, 19, 23, 25], "so": [7, 17, 21, 22], "far": [7, 22], "were": 7, "move": 7, "maintain": [8, 9, 10, 11], "commun": [8, 9, 10, 11], "_": 8, "If": [8, 9, 10, 11, 12, 13, 15, 16, 17, 21, 22, 24, 25], "been": [8, 10, 11, 12, 17], "signific": [8, 9, 10, 11], "project": [8, 9, 10, 11, 17], "lead": [8, 10, 11, 17], "academ": [8, 10, 11], "public": [8, 10, 11], "pleas": [8, 9, 10, 11, 17, 21, 24], "acknowledg": [8, 10, 11], "fact": [8, 10, 11], "badg": [8, 10, 11], "concept": [8, 10, 11], "can": [8, 9, 10, 11, 16, 17, 20, 21, 22, 24, 25], "without": [8, 10, 11, 12, 21, 22], "refer": [8, 9, 10, 11, 12, 16, 17, 19, 21, 24, 25], "specif": [8, 10, 11, 13, 17, 21, 22, 25], "you": [8, 9, 10, 11, 16, 17, 21, 22, 24], "becaus": [8, 10, 11, 17, 22], "have": [8, 10, 11, 12, 17, 21, 22, 24], "process": [8, 9, 10, 11, 16, 25], "emploi": [8, 10, 11], "find": [8, 10, 11, 17, 24], "click": [8, 10, 11, 22], "To": [8, 17, 20, 21, 22, 24], "updat": [8, 16, 22, 23], "after": [8, 16, 17, 21, 22], "first": [8, 15, 16, 17, 21, 22, 24, 25], "meant": 9, "we": [9, 10, 11, 21, 22, 24], "welcom": 9, "form": [9, 10, 11, 15, 16, 17, 19], "bug": 9, "report": 9, "featur": [9, 17, 22], "more": [9, 10, 11, 12, 13, 16, 17, 21, 22, 24], "In": [9, 17, 21, 22, 24], "follow": [9, 12, 16, 17, 21, 22, 24, 25], "some": [9, 13, 17, 22], "resourc": 9, "help": [9, 10, 11, 17, 22], "tracker": 9, "propos": 9, "give": [9, 17, 20, 22], "minim": [9, 16], "demonstr": 9, "copi": [9, 12, 16, 17], "past": 9, "error": [9, 13, 21], "want": [9, 22, 24], "send": 9, "u": 9, "small": [9, 17], "fix": [9, 12, 16, 21], "correct": [9, 12, 16, 17, 19, 22], "user": [9, 10, 11, 12, 16, 17, 21, 24], "guid": [9, 10, 11, 16, 17, 24], "typic": [9, 17, 21], "good": [9, 17, 22], "start": [9, 10, 11, 17], "point": [9, 16, 17, 22], "But": 9, "don": [9, 17], "t": [9, 15, 17, 19, 20], "hesit": 9, "also": [9, 13, 16, 17, 21, 22, 24, 25], "need": [9, 16, 17, 21, 22, 24], "get": [9, 10, 11, 13, 22, 23], "readi": 9, "common": 9, "standard": [9, 13, 16, 17, 19, 21, 22], "order": [9, 13, 16, 17, 21, 22], "detail": [9, 10, 11, 12, 16, 17, 19, 21, 22, 24, 25], "guidelin": [9, 10, 11], "kikuchipi": 9, "contributor": 9, "anoth": [9, 17, 21, 22, 25], "extens": [9, 10, 11], "valuabl": 9, "provid": [9, 10, 11, 13, 16, 17, 21, 22], "As": [9, 22], "qualiti": 9, "assur": 9, "improv": [9, 17, 21, 22], "ensur": 9, "thoroughli": 9, "least": [9, 12, 16], "one": [9, 12, 13, 16, 17, 21, 22, 24], "other": [9, 16, 17, 22, 24], "member": 9, "team": 9, "befor": [9, 10, 11, 17, 21, 22], "being": [9, 17, 21], "merg": 9, "consist": [9, 13, 17, 21, 22], "three": [9, 17, 19, 21, 22], "element": [9, 12, 13, 15, 16, 17, 25], "docstr": [9, 16, 17], "individu": [9, 16], "method": [9, 12, 16, 17, 19, 20, 21, 22, 25], "written": 9, "host": 9, "read": [9, 10, 11, 16, 17, 25], "part": [9, 16, 19, 22], "demo": 9, "tutori": [9, 10, 11, 21], "alwai": [9, 17], "wai": [9, 10, 11, 21], "learn": [9, 17, 19], "through": [9, 17, 21], "respect": [9, 13, 25], "black": [9, 17], "For": [9, 10, 11, 12, 16, 17, 21, 22], "numpydoc": 9, "should": [9, 16, 17, 21, 22, 25], "block": 9, "blank": 9, "between": [9, 12, 15, 16, 17, 21, 22], "them": [9, 16, 17, 21, 22], "librari": [9, 10, 11, 24], "like": [9, 16, 17], "type": [9, 12, 13, 15, 16, 17, 20, 21, 22, 25], "third": 9, "parti": 9, "final": [9, 17, 21], "via": [9, 17, 19], "pytest": 9, "framework": 9, "resid": 9, "directori": 9, "short": [9, 10, 11], "compar": 9, "output": [9, 17, 21, 22], "known": [9, 16, 17, 22], "answer": 9, "further": [9, 10, 11, 16, 21], "inform": [9, 10, 11, 12, 16, 17, 21, 22, 25], "semant": 9, "number": [9, 10, 11, 12, 13, 17, 21, 22, 23, 25], "therefor": [9, 17, 20, 21, 22], "major": [9, 17, 22], "minor": [9, 17, 22], "patch": 9, "each": [9, 13, 15, 16, 17, 21], "depend": [9, 16, 17, 22, 24], "accord": [9, 12, 17], "increas": [9, 10, 11, 17, 21], "incompat": 9, "ad": [9, 13, 16, 17, 21, 22], "backward": 9, "compat": 9, "manner": [9, 16, 17, 22], "push": 9, "pypi": [9, 24], "conda": [9, 23], "forg": [9, 24], "extend": [10, 11, 16, 21, 25], "multi": [10, 11, 16, 21], "dimension": [10, 11, 19, 21], "analysi": [10, 11, 12, 17, 19, 21, 23], "It": [10, 11, 12, 16, 17, 21, 22], "aim": [10, 11], "check": [10, 11, 24], "instal": [10, 11, 23], "section": [10, 11, 17, 19, 21, 22, 24, 25], "includ": [10, 11, 12, 16, 17, 21, 22, 24], "how": [10, 11], "thi": [10, 11, 12, 13, 16, 17, 21, 22, 25], "everyon": [10, 11], "contribut": [10, 11, 17], "our": [10, 11], "see": [10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 24, 25], "new": [10, 11, 16, 17, 19, 22], "ecosystem": [10, 11], "introduct": [10, 11], "basic": [10, 11, 22], "usag": [10, 11, 17], "depth": [10, 11], "kei": [10, 11, 12, 13, 16, 17], "along": [10, 11, 16, 17, 21, 22, 25], "background": [10, 11, 12, 13, 16, 17, 22], "explan": [10, 11], "applic": [10, 11, 21], "progam": [10, 11], "interfac": [10, 11, 12, 17], "which": [10, 11, 16, 17, 21, 22, 25], "describ": [10, 11, 17, 22, 23, 25], "work": [10, 11, 17, 24, 25], "illustr": [10, 11], "task": [10, 11, 22], "whole": [10, 11, 17, 22], "its": [10, 11, 15, 16, 17, 20, 22, 25], "There": [10, 11, 22], "mani": [10, 11, 17, 22], "given": [10, 11, 13, 15, 16, 17, 20, 21, 22, 25], "articl": [10, 11], "do": [10, 11, 17, 24], "list": [10, 11, 12, 13, 15, 16, 17, 21, 22, 25], "up": [10, 11, 16, 17, 21, 22], "date": [10, 11], "search": [10, 11, 13, 17, 21, 22, 25], "databas": [10, 11, 13, 15, 22], "googl": [10, 11], "scholar": [10, 11], "publish": [10, 11], "2012": [10, 11], "mai": [10, 11, 17, 21], "mention": [10, 11], "under": [10, 11, 16, 21], "old": [10, 11, 17], "eelslab": [10, 11], "softwar": [10, 11, 17, 21], "redistribut": [10, 11], "modifi": [10, 11, 17], "term": [10, 11], "gnu": [10, 11], "gpl": [10, 11], "foundat": [10, 11], "either": [10, 11, 17, 21, 25], "your": [10, 11, 16], "option": [10, 11, 12, 13, 16, 17, 21, 22, 24], "ani": [10, 11, 12, 13, 16, 17, 21, 22, 25], "later": [10, 11], "distribut": [10, 11, 12, 16, 17, 24], "hope": [10, 11], "warranti": [10, 11], "even": [10, 11], "impli": [10, 11], "merchant": [10, 11], "particular": [10, 11, 21], "purpos": [10, 11, 17, 22], "class": [12, 13, 16, 17, 20, 21, 22, 25], "doublepowerlaw": [12, 14], "1e": 12, "05": 12, "r": [12, 15, 17, 19], "origin": [12, 16, 17], "shift": [12, 16, 17], "ratio": [12, 16, 17, 22], "left_cutoff": 12, "modul": [12, 17], "numexpr": 12, "compute_gradi": 12, "kwarg": [12, 16, 17], "base": [12, 13, 16, 17, 22, 24], "doubl": 12, "power": [12, 16, 17], "law": [12, 16, 17], "spectra": [12, 13, 17, 21, 22, 25], "f": [12, 17, 19, 20], "cdot": 12, "s_r": 12, "x_0": 12, "x_": 12, "variabl": 12, "float": [12, 13, 15, 16, 17, 21, 22, 25], "height": [12, 16, 21, 22], "coeffici": [12, 15, 17, 19], "locat": [12, 16, 17, 22], "two": [12, 16, 17, 20, 21, 22], "extra": [12, 16, 17, 25], "keyword": [12, 16, 17, 22], "pass": [12, 16, 17], "return": [12, 13, 15, 16, 17, 21, 22], "parameter_name_list": 12, "linear_parameter_list": 12, "function_nd": 12, "axi": [12, 16, 17, 22, 25], "arrai": [12, 15, 17, 21], "contain": [12, 13, 16, 17, 21, 22, 25], "indic": [12, 17], "enough": 12, "memori": [12, 17], "quickli": 12, "obtain": [12, 16, 17, 21, 22], "iter": [12, 16, 17, 21, 22], "over": [12, 17, 22], "ax": [12, 17, 21], "eelsarctan": [12, 14], "scipi": [12, 16, 17], "minimum": [12, 13, 16, 17, 22], "zero": [12, 13, 17, 20, 25], "left": [12, 16, 17, 20, 21], "frac": [12, 20], "pi": [12, 20], "right": [12, 16, 17, 20, 21], "amplitud": 12, "lim_": 12, "infti": 12, "2a": 12, "slope": 12, "steep": 12, "step": [12, 17, 21, 24], "larger": [12, 17, 21], "sharper": 12, "center": [12, 17, 21], "eelscledg": [12, 14, 16, 22], "element_subshel": 12, "gos_file_path": [12, 16, 17, 22], "as_dictionari": [12, 16, 17], "fullcopi": [12, 16], "dictionari": [12, 16, 17], "convent": [12, 25], "export_to_dictionari": [12, 16], "bool": [12, 13, 16, 17], "store": [12, 16, 17, 21, 22, 25], "found": [12, 16, 17, 21, 25], "pickl": [12, 16], "convert": [12, 15, 16, 17, 20], "dic": 12, "field": [12, 16, 25], "per": [12, 16, 17, 20, 21], "_whitelist": [12, 16], "dict": [12, 16, 17], "properti": [12, 16, 20, 21, 22], "fine_structure_smooth": [12, 22], "control": [12, 16, 22], "level": 12, "smooth": [12, 17, 22], "must": [12, 13, 17, 21, 22], "real": [12, 17, 22], "higher": [12, 21], "fix_fine_structur": [12, 16, 22], "spline": [12, 22], "free_fine_structur": [12, 16, 22], "onli": [12, 15, 16, 17, 21, 22, 24, 25], "previous": [12, 17, 21], "fine_structure_spline_act": [12, 22], "count": [12, 17], "barn": [12, 21], "get_fine_structure_as_signal1d": 12, "multipl": [12, 16, 17, 21, 22], "scatter": [12, 15, 16, 17, 19, 20], "convolv": [12, 16, 17, 22], "low": [12, 13, 16, 17, 22], "gui": [12, 21], "displai": [12, 13, 17, 21, 22], "toolkit": [12, 17], "interact": [12, 15, 17, 22], "widget": [12, 17], "usual": [12, 16, 17, 21, 22], "customis": [12, 17], "str": [12, 15, 16, 17, 25], "string": [12, 13, 16, 17, 25], "select": [12, 16, 17, 21, 22], "inter": [12, 17], "e0": 12, "alpha": [12, 16, 21, 25], "beta": [12, 20, 25], "energy_scal": 12, "microscop": [12, 13, 17, 19, 25], "beam": [12, 16, 17, 19, 21, 22, 25], "kev": [12, 15, 16, 17, 21, 22, 25], "converg": [12, 13, 17, 21, 22, 25], "semi": [12, 17, 20, 22, 25], "angl": [12, 17, 20, 22, 25], "mrad": [12, 17, 22, 25], "collect": [12, 13, 17, 20, 22, 25], "ev": [12, 13, 16, 17, 19, 21, 22, 25], "pesvoigt": [12, 14], "voigt": 12, "photoemiss": 12, "profil": [12, 17], "shirlei": 12, "non_isochromat": 12, "transmission_funct": 12, "spin": 12, "orbit": 12, "special": [12, 22], "suit": 12, "l": [12, 16, 22, 25], "where": [12, 17, 20, 21], "lorentzian": [12, 16], "approxim": [12, 13, 17, 22, 25], "formula": [12, 13], "david": 12, "area": [12, 16, 17, 21, 22, 25], "intens": [12, 16, 17, 23], "peak": [12, 13, 16, 17, 20, 21, 25], "centr": [12, 16, 17], "maximum": [12, 13, 16, 17, 21, 22, 25], "fwhm": [12, 17, 21, 22, 25], "sigma": [12, 16], "sqrt": 12, "log": [12, 16, 17, 22], "gamma": 12, "resolut": [12, 13, 16, 17, 21, 25], "shirley_background": 12, "spin_orbit_split": 12, "spin_orbit_branching_ratio": 12, "spin_orbit_splitting_energi": 12, "w": 12, "j": [12, 19], "appl": 12, "cryst": 12, "1986": 12, "64": [12, 17], "1107": 12, "s0021889886089999": 12, "estimate_paramet": 12, "e1": [12, 16], "e2": [12, 16], "only_curr": [12, 16], "estim": [12, 15, 16, 17, 21], "calcul": [12, 15, 16, 17, 21, 22], "momenta": 12, "instanc": [12, 13, 16, 17], "x1": 12, "defin": [12, 16, 17, 21, 22], "limit": [12, 16, 17, 21], "spectral": [12, 16, 17, 22], "rang": [12, 16, 17, 22], "x2": 12, "exit": 12, "statu": 12, "requir": [12, 16, 17, 22, 24], "remove_background": 12, "cookbook": 12, "item": [12, 17, 25], "fittingdata": 12, "32": [12, 17], "2000": 12, "scale": [12, 16, 17, 21], "phi": 12, "secondari": 12, "emiss": 12, "begin": 12, "case": [12, 17, 21, 22], "leq": 12, "tail": [12, 17], "asymmetri": 12, "vignet": [12, 14], "len": 12, "co": 12, "multipli": [12, 21], "edg": [12, 13, 16, 17, 22], "volumeplasmondrud": [12, 14], "plasmon_energi": 12, "drude": 12, "volum": [12, 17, 20], "plasmon": [12, 17, 22], "i_0": [12, 20], "delta": [12, 16, 17], "e_p": 12, "_compon": 12, "egerton": [12, 17, 19], "2nd": [12, 22], "edit": 12, "plenum": 12, "press": 12, "1996": [12, 19], "pp": 12, "154": 12, "158": 12, "equat": 12, "eds_sem_tm002": [13, 14, 17], "sem": [13, 16, 17, 21], "tm002": 13, "suppli": [13, 17, 21], "bundesanstalt": 13, "f\u00fcr": 13, "materialforschung": 13, "und": 13, "pr\u00fcfung": 13, "bam": [13, 21], "sampl": [13, 15, 16, 17, 20, 23], "\u00b5m": 13, "thick": [13, 17, 19, 20, 21], "layer": [13, 22], "c": [13, 15, 16, 17, 19, 21, 24], "al": [13, 15, 17, 21], "cu": [13, 15, 17, 21], "zr": [13, 17, 21], "silicon": 13, "substrat": 13, "www": [13, 21], "webshop": 13, "de": [13, 19, 20], "nvision40": 13, "carl": 13, "zeiss": 13, "detector": [13, 16, 17], "80": [13, 17, 21], "oxford": [13, 21], "instrument": [13, 17, 21, 25], "eds_tem_fept_nanoparticl": [13, 14, 17, 21], "tem": [13, 16, 17, 21], "fept": [13, 21], "bimetal": [13, 21], "nanoparticl": [13, 19, 21], "tecnai": 13, "osiri": 13, "200": 13, "kv": [13, 21], "d658": 13, "analyticaltwin": 13, "super": [13, 21], "brucker": 13, "eels_mnf": [13, 14], "add_powerlaw": 13, "add_nois": [13, 17], "navigation_shap": [13, 17], "artifici": 13, "core": [13, 16, 17, 22], "similar": 13, "l32": 13, "perovskit": 13, "oxid": 13, "random": [13, 16, 17], "experiment": [13, 16, 21, 22], "powerlaw": [13, 16, 17, 22], "seed": 13, "reproduc": [13, 22], "int": [13, 16, 17, 25], "randomst": 13, "tupl": [13, 16, 17, 22], "shape": [13, 17, 22], "space": [13, 17], "length": [13, 17, 22, 25], "eelsspectrum": [13, 14, 16, 17, 22], "eels_mn": 13, "With": [13, 21], "eels_low_loss": [13, 14], "eelsdb": [13, 14, 22], "spectrum_typ": [13, 22], "author": 13, "min_energi": 13, "max_energi": 13, "min_energy_compar": 13, "gt": 13, "max_energy_compar": 13, "lt": 13, "resolution_compar": 13, "max_n": 13, "monochrom": [13, 17], "order_direct": 13, "asc": 13, "verify_certif": 13, "show_progressbar": [13, 17], "coreloss": [13, 22], "lowloss": [13, 17, 22], "zeroloss": 13, "xrayab": 13, "text": 13, "filter": [13, 17], "presenc": 13, "correspond": [13, 15, 16, 17, 21, 22], "valid": [13, 15, 16, 17], "symbol": [13, 15, 16, 17, 22, 25], "chemic": [13, 17, 19, 21, 22], "l1": [13, 16], "l2": [13, 16], "m2": [13, 16], "m4": 13, "n2": 13, "n4": 13, "o2": 13, "o4": 13, "eq": 13, "less": [13, 17, 21], "than": [13, 17, 21, 22], "equal": [13, 15, 17], "greater": 13, "deafault": 13, "sort": [13, 17], "spectrumtyp": 13, "spectrummin": 13, "spectrummax": 13, "stepsiz": 13, "spectrumformula": 13, "spectrumel": 13, "spectrumupload": 13, "source_pur": 13, "spectrumedg": 13, "guntyp": 13, "beamenergi": 13, "acquisition_mod": [13, 25], "probes": 13, "beamcurr": 13, "integratetim": 13, "readout": 13, "darkcurr": 13, "gainvari": 13, "calibr": [13, 16, 17], "zeroloss_deconv": 13, "deconv_fourier_log": 13, "deconv_fourier_ratio": 13, "deconv_stephens_deconvolut": 13, "deconv_richardson_luci": 13, "deconv_maximum_entropi": 13, "deconv_oth": 13, "assoc_spectra": 13, "ref_freetext": 13, "ref_doi": 13, "ref_url": 13, "ref_author": 13, "ref_journ": 13, "ref_volum": 13, "ref_issu": 13, "ref_pag": 13, "ref_year": 13, "ref_titl": 13, "otherurl": 13, "desc": 13, "direct": 13, "verifi": 13, "websit": 13, "certif": 13, "rais": [13, 16, 17, 21], "invalid": 13, "continu": [13, 16, 22], "queri": 13, "potenti": 13, "secur": 13, "risk": 13, "progress": [13, 16, 17, 19], "bar": [13, 17], "prefer": [13, 17, 21], "match": [13, 17, 22], "criteria": 13, "materi": [14, 17, 19, 21, 22], "atomic_to_weight": [14, 15, 21], "density_of_mixtur": [14, 15], "mass_absorption_coeffici": [14, 15, 21], "mass_absorption_mixtur": [14, 15, 21], "weight_to_atom": [14, 15, 21], "edsmodel": [14, 16, 17], "edssemmodel": [14, 16, 17], "edstemmodel": [14, 16, 17], "eelsmodel": [14, 16, 17, 22], "dielectricfunct": [14, 17, 20], "edssemspectrum": [14, 16, 17, 21], "edsspectrum": [14, 16, 17], "edstemspectrum": [14, 16, 17, 21], "lazydielectricfunct": [14, 17], "lazyedssemspectrum": [14, 17], "lazyedsspectrum": [14, 17], "lazyedstemspectrum": [14, 17], "lazyeelsspectrum": [14, 17], "atomic_perc": [15, 21], "auto": [15, 17, 21], "atom": [15, 17, 19, 20, 21, 22], "percent": [15, 17, 21], "weight": [15, 16, 17, 21], "fraction": [15, 16, 17], "composit": [15, 17, 21], "abbrevi": [15, 21], "zn": [15, 16, 21], "take": [15, 17, 22], "weight_perc": [15, 17, 21], "modern": 15, "bronz": 15, "sn": 15, "88": [15, 21], "00501989": 15, "99498011": 15, "mean": [15, 16, 17, 22], "harmon": 15, "densiti": [15, 17, 21, 22], "mixtur": 15, "retriev": [15, 21, 22], "intern": [15, 17], "differ": [15, 16, 17, 21, 22], "divid": [15, 17], "sum": [15, 17, 20], "normal": [15, 17], "cm3": 15, "6903187973131466": 15, "mass": [15, 17, 19, 20], "absorpt": [15, 17, 19], "mu": 15, "rho": 15, "absorb": 15, "pure": [15, 21], "chantler2005": [15, 19, 21], "al_ka": [15, 16, 17, 21, 25], "cm": [15, 17, 21], "c_ka": [15, 16, 17, 21], "26330": [15, 21], "38933818": [15, 21], "372": [15, 21], "02616732": [15, 21], "dx": 15, "org": [15, 19], "18434": 15, "t4hs32": 15, "chantler": [15, 19], "olsen": [15, 19], "dragoset": [15, 19], "kishor": [15, 19], "kotochigova": [15, 19], "zucker": [15, 19], "d": [15, 16, 19], "2005": 15, "factor": [15, 17, 19, 21], "attenu": [15, 19], "tabl": [15, 17, 22], "dimens": [15, 17, 20, 21], "matrix": 15, "50": [15, 21], "2587": [15, 21], "41616439": 15, "wt": 15, "th": 15, "19698614": 15, "80301386": 15, "auto_background": [16, 17], "auto_add_lin": [16, 17], "arg": [16, 17], "subclass": [16, 17, 20, 22], "automat": [16, 17, 21, 22, 24], "add_family_lin": [16, 17], "polynomi": [16, 17, 21], "add_polynomial_background": [16, 17], "creator": 16, "fit_background": [16, 21], "calibrate_energy_axi": [16, 21], "calibrate_xray_lin": [16, 21], "au_ma": 16, "sub_weight": [16, 21], "mn_la": [16, 17, 21], "bound": [16, 21], "xray_lin": [16, 17, 21, 25], "from_el": [16, 17], "xrai": [16, 17], "configur": [16, 22], "appropi": 16, "familii": 16, "ka": [16, 17, 21, 25], "kb": [16, 17, 21], "too": 16, "main": [16, 17, 21], "those": [16, 17, 22], "altern": [16, 17, 21, 24], "eg": [16, 17], "zn_ka": 16, "notimplementederror": [16, 17], "non": [16, 17, 22], "uniform": [16, 17], "background_compon": 16, "degre": [16, 17, 25], "freedom": 16, "dof": 16, "chi": 16, "squar": [16, 21], "chisq": 16, "all_alpha": 16, "width": [16, 17, 21, 22, 25], "place": [16, 17], "extrapol": [16, 17], "energy_resolution_mnka": [16, 17, 21, 25], "word": 16, "singl": [16, 17, 20, 21, 22], "sub": [16, 21], "famili": [16, 17], "current": [16, 17, 22, 25], "disable_xray_lin": [16, 21], "disabl": [16, 21, 22], "enable_xray_lin": [16, 21], "start_energi": [16, 17], "end_energi": 16, "windows_sigma": 16, "lower": [16, 17], "upper": [16, 17], "around": [16, 17, 22], "free_background": [16, 21], "fix_background": [16, 21], "fix_sub_xray_lines_weight": [16, 21], "establish": 16, "twin": 16, "fix_xray_lines_energi": [16, 21], "actual": [16, 22], "fix_xray_lines_width": [16, 21], "yscale": 16, "free_sub_xray_lines_weight": [16, 21], "free_xray_lines_energi": [16, 21], "001": 16, "free_xray_lines_width": [16, 21], "get_lines_intens": [16, 17, 21], "plot_result": [16, 17, 21], "only_on": [16, 17], "only_lin": [16, 17, 21], "corresp": 16, "undefin": [16, 17], "empti": [16, 17], "same": [16, 17, 21, 22, 25], "syntax": [16, 17], "add_lin": [16, 17, 21], "subset": [16, 17, 21], "oper": [16, 17, 24], "instead": [16, 17, 22], "highest": [16, 17, 21], "abov": [16, 17, 21, 22, 24], "overvoltag": [16, 17, 21], "util": [16, 17, 22, 23, 25], "plot_sign": [16, 17], "ta_ma": 16, "thing": [16, 17], "g1": [16, 22], "g2": [16, 22], "could": [16, 21], "Or": 16, "acquir": [16, 17, 22, 25], "constructor": 16, "auto_add_edg": [16, 17], "assum": [16, 17, 21, 22], "effect": [16, 17, 22, 23], "ioniz": [16, 17, 21, 22], "ionis": [16, 17, 22], "hydrogen": [16, 17, 22], "hartre": [16, 17, 22], "slater": [16, 17, 19, 22], "specifi": [16, 17, 21, 22], "path": [16, 17, 22], "recreat": [16, 17], "disable_background": [16, 22], "disable_edg": 16, "edges_list": 16, "onset": [16, 17, 22], "region": [16, 17, 22], "otherwis": [16, 17, 22, 25], "enable_edg": [16, 22], "enable_background": [16, 22], "disable_fine_structur": [16, 22], "set_all_edges_intensities_posit": [16, 22], "unset_all_edges_intensities_posit": [16, 22], "enable_free_onset_energi": [16, 22], "disable_free_onset_energi": [16, 22], "fix_edg": [16, 22], "free_edg": [16, 22], "onset_energi": [16, 22], "dure": [16, 17, 25], "freed": 16, "smart_fit": [16, 22], "optim": [16, 22], "algorithm": [16, 17, 22], "lm": 16, "levenberg": 16, "marquardt": 16, "trf": 16, "trust": 16, "reflect": [16, 17], "dogbox": 16, "dogleg": 16, "rectangular": 16, "odr": 16, "orthogon": 16, "distanc": [16, 21, 25], "regress": 16, "doe": [16, 17, 21, 22], "here": [16, 21], "document": [16, 17, 21, 22, 24, 25], "differenti": 16, "evolut": 16, "global": [16, 22], "differential_evolut": 16, "dual": [16, 19], "anneal": 16, "dual_ann": 16, "shgo": 16, "simplici": 16, "homologi": 16, "loss_funct": 16, "ml": 16, "poisson": [16, 17], "huber": 16, "callabl": 16, "neg": [16, 17], "likelihood": [16, 17], "mle": 16, "huber_delta": 16, "own": [16, 17], "grad": 16, "fd": 16, "analyt": [16, 22], "whether": [16, 17], "about": [16, 17, 22, 24, 25], "gradient": 16, "deriv": [16, 17, 22], "finit": 16, "scheme": 16, "numer": [16, 17], "fd_scheme": 16, "speed": 16, "sinc": [16, 17], "vector": [16, 17], "Not": [16, 17], "update_plot": 16, "slow": [16, 17], "down": [16, 22], "visual": [16, 21, 22], "print_info": [16, 17], "fit_output": 16, "optimizeresult": 16, "return_info": [16, 17], "chosen": [16, 17], "choic": [16, 17], "coordin": [16, 17], "quantifi": [16, 17, 22], "independ": [16, 24], "remove_fine_structure_data": [16, 22], "routin": [16, 22], "fine_structure_width": [16, 22], "resolve_fine_structur": [16, 22], "preedge_safe_window_width": 16, "i1": 16, "adjust": [16, 21, 22], "avoid": [16, 17, 22], "overlap": [16, 22], "everi": [16, 22, 25], "resume_auto_fine_structure_width": 16, "suspend_auto_fine_structure_width": [16, 22], "ext_force_posit": 16, "ext_bound": 16, "set_convolution_axi": 16, "precis": [16, 17], "convolut": 16, "cascad": 16, "style": 16, "procedur": [16, 22], "act": [16, 22], "deactiv": [16, 22], "Then": [16, 22], "repeat": [16, 22], "until": [16, 17, 21, 22], "simultan": [16, 22], "never": [16, 22], "two_area_background_estim": 16, "try": [16, 17, 21, 22], "guess": 16, "unset": 16, "lazi": 17, "counterpart": 17, "signal_dimens": 17, "bin": [17, 21], "transmiss": [17, 19, 25], "microscopi": [17, 19], "scan": [17, 21, 25], "dielectr": [17, 22, 23], "unbin": 17, "complexsignal1d": [17, 20], "ndarrai": 17, "axesmanag": [17, 21], "whose": 17, "might": 17, "mandatori": 17, "original_metadata": 17, "rag": 17, "overwrit": [17, 21], "noth": 17, "get_electron_energy_loss_spectrum": [17, 20], "zlp": [17, 22], "comput": [17, 21, 22, 23], "basesign": [17, 21, 22], "intengr": 17, "ii": [17, 22], "navigation_dimens": 17, "integr": [17, 20, 21, 22, 25], "nm": [17, 21, 25], "get_number_of_effective_electron": [17, 20], "nat": 17, "cumul": 17, "beth": [17, 20], "rule": [17, 20], "rise": [17, 20], "definit": [17, 20], "neff1": 17, "neff2": 17, "n_": [17, 20], "mathrm": [17, 20], "eff_": 17, "eff": 17, "im": [17, 20], "epsilon": [17, 20], "epsilon_": [17, 20], "both": [17, 20, 21, 22], "molecul": [17, 20], "springer": [17, 19], "verlag": [17, 19], "2011": [17, 19], "kward": 17, "measur": [17, 22, 25], "boolean": 17, "get_calibration_from": [17, 21], "ref": 17, "nb_pix": 17, "primari": 17, "rippl": 17, "inca": [17, 21], "live": 17, "dead": [17, 25], "pixel": [17, 21], "averag": [17, 21], "live_tim": [17, 21, 25], "tilt_stag": [17, 21], "azimuth_angl": [17, 21, 25], "elevation_angl": [17, 21, 25], "mode": 17, "fill": 17, "acquisition_instru": [17, 21, 23], "135": 17, "now": [17, 21, 24], "130": [17, 21], "set_el": [17, 21], "set_lin": [17, 21], "although": [17, 21], "thei": [17, 21, 22], "ocassion": 17, "custom": [17, 22], "fe_kb": 17, "addition": [17, 21], "cu_la": [17, 21], "zr_la": [17, 21], "30": [17, 21, 22], "cu_ka": [17, 21], "mn_ka": [17, 21], "add_xray_lines_mark": 17, "render_figur": 17, "marker": [17, 21], "spec": 17, "estimate_background_window": [17, 21], "line_width": [17, 21], "windows_width": 17, "window": [17, 21, 22], "els": [17, 24], "windows_posit": 17, "2d": 17, "bw": [17, 21], "background_window": [17, 21], "fe_ka": [17, 21], "4039": 17, "2754": 17, "pt_la": [17, 21], "9": [17, 21, 22], "4421": 17, "15090": 17, "estimate_integration_window": 17, "integration_window": [17, 21], "row": 17, "iw": 17, "3710": 17, "15872": 17, "map": [17, 21], "sume": 17, "subtract": 17, "while": [17, 21, 22], "ambigu": 17, "allow": [17, 22], "integration_windows_width": 17, "63316": [17, 21], "96700": 17, "8987": [17, 21], "53597": 17, "46716": 17, "get_take_off_angl": 17, "off": [17, 21], "toa": 17, "leav": [17, 25], "surfac": [17, 22, 25], "toward": 17, "stage": [17, 21], "tilt_alpha": [17, 25], "tilt_beta": [17, 25], "take_off_angl": 17, "37": [17, 21], "57": [17, 21], "plot_mark": 17, "autoscal": 17, "v": [17, 20], "norm": 17, "navigator_kwd": 17, "associ": 17, "link": [17, 21], "explor": 17, "imag": [17, 21, 22], "stack": [17, 21], "horizont": 17, "slider": 17, "y": [17, 21, 24, 25], "z": [17, 19, 21, 25], "index": [17, 21, 22, 24], "notic": [17, 22], "compute_navig": 17, "signal_shap": 17, "navigator_shap": 17, "dynam": 17, "rgb": 17, "rgba": 17, "add_mark": 17, "perman": 17, "larg": 17, "veri": [17, 22], "addit": [17, 21, 22], "matplotlib": 17, "pyplot": 17, "imshow": 17, "prior": 17, "power_spectrum": 17, "complex": [17, 20, 22], "combin": 17, "charact": [17, 21], "vertic": 17, "maxima": 17, "reset": [17, 22], "rebin": 17, "new_shap": 17, "crop": 17, "smaller": 17, "interpol": 17, "twice": 17, "size": [17, 21, 22, 25], "underli": 17, "integ": 17, "fewer": 17, "quota": 17, "produc": [17, 21], "determin": [17, 19, 21], "appear": 17, "preserv": 17, "behaviour": 17, "kept": 17, "receiv": 17, "ones": [17, 25], "164": 17, "uint8": 17, "unit16": 17, "s2": 17, "uint16": 17, "keep": 17, "s3": 17, "unsign": 17, "platform": 17, "s4": 17, "uint32": 17, "remove_xray_lines_mark": 17, "render": 17, "figur": 17, "eras": 17, "rechunk": 17, "dataaxi": 17, "directli": [17, 21, 25], "duplic": 17, "chunk": 17, "retain": 17, "intend": 17, "integrate1d": 17, "erron": 17, "misus": 17, "warn": [17, 21], "var": 17, "indexmax": 17, "indexmin": 17, "valuemax": 17, "valuemin": 17, "1024": [17, 21], "signal2d": 17, "static": [17, 22], "cl_get_mass_thick": 17, "mass_thick": [17, 21], "calcult": 17, "cliff": [17, 19, 21], "lorim": [17, 19, 21], "initi": 17, "k_factor": 17, "quantif": [17, 22, 23], "edx": [17, 25], "kg": [17, 21], "m\u00b2": [17, 21], "decomposit": 17, "normalize_poissonian_nois": 17, "navigation_mask": 17, "appli": [17, 21, 22, 25], "learning_result": 17, "poissonian": 17, "approach": [17, 19, 21, 22], "mark": 17, "vacuum_mask": 17, "mask": 17, "threshold": [17, 22], "morpholog": 17, "svd": 17, "mlpca": 17, "sklearn_pca": 17, "nmf": 17, "sparse_pca": 17, "mini_batch_sparse_pca": 17, "rpca": 17, "orpca": 17, "ornmf": 17, "implement": [17, 22], "fit_transform": 17, "transform": [17, 21, 22], "scikit": 17, "output_dimens": 17, "auto_transpos": 17, "transpos": 17, "boost": 17, "signal_mask": 17, "var_arrai": 17, "varianc": 17, "pca": 17, "var_func": 17, "reproject": 17, "howev": [17, 21, 22], "sklearn": 17, "svd_solver": 17, "arpack": 17, "solver": 17, "polici": 17, "input": [17, 22], "500x500": 17, "extract": [17, 21], "smallest": 17, "effici": 17, "exact": 17, "truncat": 17, "afterward": 17, "lapack": 17, "linalg": 17, "postprocess": 17, "spars": 17, "strictli": [17, 22], "extmath": 17, "randomized_svd": 17, "treatment": 17, "_data_before_treat": 17, "restor": 17, "undo_treat": 17, "made": [17, 21], "benefici": 17, "care": 17, "taken": 17, "overwritten": 17, "si": [17, 21], "change_dtyp": 17, "keenan": 17, "p": [17, 19, 21], "kotula": 17, "account": [17, 22, 24], "multivari": 17, "tof": 17, "sim": 17, "surf": 17, "anal": 17, "2004": 17, "203": 17, "212": 17, "020028": 17, "get_probe_area": 17, "navigation_ax": 17, "probe": [17, 21], "nm\u00b2": [17, 21, 25], "\u03bcm": 17, "composition_unit": [17, 21], "absorption_correct": [17, 21], "convergence_criterion": 17, "probe_area": [17, 21, 25], "max_iter": [17, 21], "zeta": [17, 19, 21], "cross": [17, 19, 21], "success": 17, "percentag": 17, "critera": 17, "intensitii": 17, "cl": [17, 21], "cross_sect": [17, 21], "kfactor": [17, 21], "alphabet": [17, 21], "982": 17, "60": 17, "cr_ka": 17, "ni_ka": 17, "unless": 17, "specfi": 17, "travel": 17, "reach": [17, 21], "nb": 17, "criterium": 17, "threhsold": 17, "correciton": 17, "450226": [17, 21], "075602": [17, 21], "fe": [17, 21], "pt": [17, 21], "la": [17, 19, 21], "re": 17, "84": [17, 21], "59": [17, 21], "beam_curr": [17, 21, 25], "real_tim": [17, 21, 25], "na": [17, 21, 25], "133": 17, "312296": 17, "vacuum": [17, 20], "consid": 17, "opnen": 17, "s_vac": 17, "ones_lik": 17, "005": 17, "include_pre_edg": 17, "declar": [17, 22], "present": [17, 21], "NOT": 17, "valueerror": 17, "also_align": [17, 22], "print_stat": 17, "align": 17, "estimate_zero_loss_peak_centr": [17, 22], "proce": 17, "accuraci": [17, 22], "align1d": [17, 22], "ident": 17, "summari": 17, "statist": 17, "correl": 17, "nan": 17, "Will": 17, "within": [17, 22], "roi": 17, "s_ll": 17, "narrow": [17, 21, 22], "estimate_shift1d": 17, "edges_at_energi": [17, 22], "only_major": 17, "closest": [17, 22], "show": 17, "shown": [17, 21, 22], "nearbi": [17, 22], "ascend": 17, "similarli": [17, 21], "descend": 17, "ascii": 17, "environ": [17, 22], "estimate_elastic_scattering_intens": [17, 22], "rough": 17, "elast": 17, "constant": 17, "i0": 17, "estimate_elastic_scattering_threshold": [17, 22], "tol": [17, 22], "window_length": 17, "polynomial_ord": 17, "inflexion": [17, 22], "look": 17, "local": [17, 22], "often": [17, 22], "bulk": [17, 21], "smoother": [17, 22], "what": [17, 22], "restrict": 17, "toler": [17, 21, 22], "guarante": 17, "savitzki": 17, "golai": 17, "fall": 17, "minima": 17, "caus": [17, 22], "odd": 17, "couldn": 17, "find_peaks1d_ohav": [17, 21, 22], "fourier_ratio_deconvolut": [17, 22], "inde": [17, 22], "achiev": [17, 21], "awar": 17, "estimate_thick": [17, 22], "mean_free_path": 17, "rel": [17, 22], "absolut": [17, 22], "hyperspectrum": 17, "well": [17, 22], "roughli": 17, "across": [17, 22], "nanomet": 17, "angular": [17, 22], "mfp": 17, "just": 17, "coars": 17, "zlpc": 17, "meet": 17, "criterion": 17, "fourier_log_deconvolut": [17, 22], "add_zlp": 17, "fourier": 17, "deconvolut": 17, "deconvolv": 17, "channel": 17, "decai": 17, "smoothli": 17, "side": [17, 21], "extrapolate_lowloss": 17, "extrapolate_coreloss": 17, "reduc": [17, 22], "amplif": 17, "half": [17, 25], "snr": 17, "generate_subshel": 17, "subshel": 17, "get_zero_loss_peak_mask": 17, "zero_loss_peak_mask_width": 17, "kramers_kronig_analysi": [17, 22], "full_output": 17, "ssd": 17, "kramer": 17, "kronig": 17, "relat": [17, 22], "fft": [17, 22], "loop": 17, "devis": 17, "suppos": 17, "unoxid": 17, "planar": 17, "neglect": 17, "coupl": 17, "retard": 17, "broaden": 17, "excit": [17, 21, 22], "particl": 17, "refract": [17, 22], "medium": 17, "stabil": 17, "ep": 17, "epsilon_1": 17, "epsilon_2": 17, "matlab": 17, "wrap": 17, "problem": 17, "workaround": 17, "pad": 17, "plot_edg": 17, "only_edg": 17, "draw": 17, "zr_l": 17, "zr_l3": 17, "power_law_extrapol": 17, "window_s": 17, "extrapolation_s": 17, "fix_neg_r": 17, "flag": 17, "done": 17, "print_edges_near_energi": [17, 22], "sequenc": 17, "overrid": 17, "prettytext": 17, "represent": 17, "termin": 17, "richardson_lucy_deconvolut": [17, 22], "psf": 17, "num_work": 17, "1d": 17, "richardson": 17, "luci": 17, "kernel": 17, "spatial": [17, 21], "worker": 17, "dask": 17, "gloter": 17, "douiri": 17, "tenc": 17, "colliex": 17, "solut": 17, "ultramicroscopi": [17, 19], "96": [17, 19, 21], "septemb": 17, "2003": 17, "385": 17, "400": 17, "necessari": [17, 21, 22], "ui": 17, "spikes_diagnosi": 17, "histogram": 17, "choos": 17, "spike": 17, "get_histogram": 17, "spikes_removal_tool": 17, "graphic": 17, "luminesc": 17, "detect": 17, "introduc": 17, "artefact": 17, "mitig": 17, "interest": 17, "spikesremov": 17, "quarter": 17, "lazycomplexsignal1d": 17, "delai": [17, 22], "explicitli": 17, "request": [17, 21], "expect": 17, "instanti": 17, "da": 17, "as_lazi": 17, "lazysignal1d": 17, "burdet2013": [19, 21], "burdet": 19, "vannod": 19, "hessler": 19, "wyser": 19, "rappaz": 19, "cantoni": 19, "laser": 19, "weld": 19, "niti": 19, "stainless": 19, "steel": 19, "wire": 19, "fib": 19, "acta": 19, "materialia": 19, "61": 19, "2013": 19, "3090": 19, "3098": 19, "1016": 19, "actamat": 19, "069": 19, "photoelectr": 19, "92": 19, "mev": 19, "nist": 19, "physic": 19, "gov": 19, "ffast": 19, "egerton2011": [19, 20, 22], "1007": 19, "978": 19, "4419": 19, "9583": 19, "macarthur2016": [19, 21], "macarthur": 19, "haigh": 19, "ozkaya": 19, "nellist": 19, "lozano": 19, "perez": 19, "quantit": [19, 21], "catalyst": 19, "partial": 19, "microsc": 19, "microan": 19, "2016": 19, "81": 19, "1017": 19, "s1431927615015494": 19, "rossouw2015": [19, 21], "rossouw": 19, "pe\u00f1a": 19, "ducati": 19, "knappett": 19, "wheatlei": 19, "midglei": 19, "multicompon": 19, "unmix": 19, "nanoheterostructur": 19, "overcom": 19, "tradit": 19, "challeng": 19, "nanoscal": 19, "machin": 19, "nano": 19, "lett": 19, "2015": 19, "2716": 19, "2720": 19, "1021": 19, "ac": 19, "nanolett": 19, "5b00449": 19, "watanabe1996": [19, 21], "watanab": 19, "horita": 19, "nemoto": 19, "microanalysi": 19, "65": 19, "187": 19, "198": 19, "s0304": 19, "3991": 19, "00070": 19, "watanabe2006": [19, 21], "william": 19, "thin": [19, 21], "specimen": [19, 21], "review": 19, "221": 19, "2006": 19, "89": 19, "109": 19, "onlinelibrari": 19, "wilei": 19, "com": [19, 21], "1111": 19, "1365": 19, "2818": 19, "01549": 19, "williams2009": 19, "carter": 19, "textbook": 19, "scienc": 19, "york": 19, "2009": 19, "387": 19, "76501": 19, "inherit": [20, 22], "complexsign": 20, "thu": 20, "access": [20, 25], "sure": [20, 22], "properli": 20, "set_signal_typ": [20, 21, 22], "eff1": 20, "m_": 20, "hbar": 20, "int_": 20, "eff2": 20, "n_a": 20, "epsilon_0": 20, "permitt": [20, 22], "m_0": 20, "charg": 20, "naiv": 20, "2i_": 20, "a_": 20, "ln": [20, 21], "theta": 20, "characterist": 20, "chapter": [21, 22, 25], "130mb": 21, "urllib": 21, "urlretriev": 21, "urlopen": 21, "zipfil": 21, "dropbox": 21, "s7cx92mfh2zvt3x": 21, "hyperspy_demos_edx_sem_fil": 21, "raw": 21, "extractal": 21, "abl": 21, "among": 21, "rpl": 21, "bruker": 21, "export": 21, "ni_superalloy_1pix": 21, "record": [21, 25], "as_signal1d": 21, "back": 21, "ni_superalloy_010": 21, "256": 21, "224": 21, "wildcard": 21, "si4d": 21, "ni_superalloy_0": 21, "eds_tem": [21, 25], "eds_sem": [21, 25], "assign": [21, 22], "exist": 21, "These": [21, 24], "006855": 21, "38": 21, "eds_detector_elev": 21, "manual": [21, 22], "info": 21, "s1pixel": 21, "descript": [21, 22], "accept": 21, "sever": [21, 22], "onc": 21, "fe_la": 21, "example_sign": 21, "eds_sem_spectrum": 21, "general_properti": 21, "atomic_weight": 21, "55": [21, 22], "845": 21, "iron": 21, "physical_properti": 21, "874": 21, "atomic_properti": 21, "404": [21, 22], "0568": 21, "1272": 21, "705": 21, "lb3": 21, "792": 21, "02448": 21, "615": 21, "3086": 21, "62799": 21, "12525": 21, "nearest": 21, "get_xray_lines_near_energi": 21, "maxpeakn": 21, "ca_la": 21, "b_ka": 21, "visualis": 21, "3d": 21, "label": [21, 22, 25], "ecdlgwxjq04m5mx": 21, "hyperspy_demos_eds_tem_fil": 21, "hyperspy_demos_edx_tem_fil": 21, "core_shel": 21, "hdf5": [21, 22], "plot_imag": 21, "eds_map": 21, "axes_decor": 21, "scalebar": 21, "isig": 21, "tm001": 21, "next": [21, 22, 24], "One": 21, "65241": 21, "al_kb": 21, "ar_ka": 21, "3136": 21, "ar_kb": 21, "79258": 21, "1640": 21, "cu_kb": 21, "74032": 21, "cu_lb1": 21, "cu_ln": 21, "cu_ll": 21, "cu_lb3": 21, "47796": 21, "mn_kb": 21, "73665": 21, "mn_ln": 21, "mn_ll": 21, "mn_lb3": 21, "68703": 21, "zr_lb1": 21, "zr_lb2": 21, "zr_ln": 21, "zr_lg3": 21, "zr_ll": 21, "zr_lg1": 21, "zr_lb3": 21, "background_order_6": 21, "000000": 21, "131": 21, "927922": 21, "tune": 21, "4865": 21, "9577": 21, "2774": 21, "95": 21, "0478": 21, "9295": 21, "70": 21, "0423": 21, "75": 21, "manufactur": 21, "convers": 21, "possibl": [21, 22], "edx_cross_section_to_zeta": 21, "zeta_to_edx_cross_sect": 21, "carri": 21, "04": 21, "revers": 21, "acquisit": [21, 25], "dwell": [21, 25], "accur": [21, 22], "diamet": 21, "00125": 21, "high": 21, "subsequ": 21, "much": [21, 22], "illumin": [21, 25], "becom": 21, "put": [21, 22], "still": [21, 22], "messag": 21, "remind": 21, "rather": 21, "experi": 21, "additt": 21, "At": 21, "parallel": 21, "film": 21, "basi": 21, "particularli": 21, "inhomogen": 21, "system": [21, 24], "thermo": 21, "fisher": 21, "separ": [21, 22], "4161643905127": 21, "electron_rang": 21, "xray_rang": 21, "copper": 21, "micron": 21, "9361716759499248": 21, "carbon": 21, "30kv": 21, "density_gcm3": 21, "6418811280855454": 21, "8766744984001607": 21, "discuss": 22, "parent": 22, "previou": 22, "archiv": 22, "hspy": 22, "get_edges_near_energi": 22, "identifi": 22, "arrang": 22, "849": 22, "846": 22, "852": 22, "misc": [22, 25], "532": 22, "o_k": 22, "pd_m3": 22, "sb_m5": 22, "sb_m4": 22, "la_m4": 22, "fe_l1": 22, "artificial_data": 22, "get_core_loss_eels_sign": 22, "401": 22, "relev": [22, 24, 25], "n_k": 22, "abrupt": 22, "sc_l3": 22, "402": 22, "sharp": 22, "cd_m5": 22, "sc_l2": 22, "407": 22, "mo_m2": 22, "410": 22, "mo_m3": 22, "392": 22, "cd_m4": 22, "411": 22, "inspect": 22, "identif": 22, "drag": 22, "mous": 22, "button": 22, "toggl": 22, "complementari": 22, "box": 22, "tick": 22, "outsid": 22, "aid": 22, "iakoubovskii2008": 22, "inelast": 22, "imfp": 22, "unknown": 22, "robust": 22, "easi": 22, "quasi": 22, "rudimentari": 22, "wise": 22, "certain": 22, "impact": 22, "npoint": 22, "realli": 22, "boron": [22, 25], "nitrid": 22, "onlin": 22, "hexagon": 22, "worth": 22, "life": 22, "hand": 22, "plural": 22, "b_k": 22, "conveni": 22, "6599071": 22, "pooch": 22, "gosh10": 22, "url": 22, "segger_guzzinati_kohl_1": 22, "known_hash": 22, "md5": 22, "d65d5c23142532fde0a80e160ab51574": 22, "entir": 22, "elem": 22, "045648": 22, "048061": 22, "permit": 22, "easili": 22, "manifest": 22, "distinct": 22, "few": 22, "ten": 22, "due": 22, "variat": 22, "probabl": 22, "offer": 22, "insight": 22, "bond": 22, "cannot": 22, "principl": 22, "mimic": 22, "fine_structure_act": 22, "decreas": 22, "expens": 22, "fine_structure_coeff": 22, "Its": 22, "zoom": 22, "bn": 22, "let": 22, "nitrogen": [22, 25], "set_signal_rang": 22, "160": 22, "194": 22, "40": 22, "45": 22, "command": [22, 24], "better": 22, "closer": 22, "essenti": 22, "desir": 22, "sometim": 22, "suspend": 22, "resum": 22, "replac": [22, 24], "gaussianhf": 22, "b_k_l1": 22, "201": 22, "b_k_l2": 22, "know": 22, "would": 22, "simpli": 22, "fine_structure_compon": 22, "3rd": 22, "205": 22, "fine_structure_spline_onset": 22, "plot_compon": 22, "white": 22, "rest": 22, "pip": 23, "spectrometri": 23, "tool": 23, "bibliographi": 23, "instruct": 24, "pend": 24, "meantim": 24, "bundl": 24, "standalon": 24, "program": 24, "recommend": 24, "anyth": 24, "appropri": 24, "suggest": 24, "miniforg": 24, "alreadi": 24, "prompt": 24, "complet": 24, "troubl": 24, "especi": 24, "unfamiliar": 24, "enter": 24, "anaconda": 24, "scratch": 24, "jupyterlab": 24, "lab": 24, "upgrad": 24, "notifi": 24, "watch": 24, "tree": 25, "node": 25, "leaf": 25, "quantiti": 25, "dimensionless": 25, "_unit": 25, "suffix": 25, "besid": 25, "dictionarytreebrows": 25, "set_item": 25, "has_item": 25, "get_item": 25, "repres": 25, "diagram": 25, "parenthes": 25, "detector_typ": 25, "\u00ba": 25, "magnif": 25, "rotat": 25, "mm": 25, "working_dist": 25, "apertur": 25, "dwell_tim": 25, "exposur": 25, "frame_numb": 25, "spectromet": 25, "camera_length": 25, "compos": 25, "ni_lb": 25, "aluminum": 25, "nickel": 25, "vg": 25, "501": 25, "stem": 25, "camera": 25, "tilt": 25, "se": 25, "aperture_s": 25, "entranc": 25, "frame": 25, "gatan": 25, "enfinium": 25, "er": 25, "977": 25, "azimuth": 25, "perpendicular": 25, "elev": 25, "90": 25, "manganes": 25, "spent": 25, "compens": 25}, "objects": {"exspy": [[12, 0, 0, "-", "components"], [13, 0, 0, "-", "data"], [15, 0, 0, "-", "material"], [16, 0, 0, "-", "models"], [17, 0, 0, "-", "signals"]], "exspy.components": [[12, 1, 1, "", "DoublePowerLaw"], [12, 1, 1, "", "EELSArctan"], [12, 1, 1, "", "EELSCLEdge"], [12, 1, 1, "", "PESVoigt"], [12, 1, 1, "", "SEE"], [12, 1, 1, "", "Vignetting"], [12, 1, 1, "", "VolumePlasmonDrude"]], "exspy.components.DoublePowerLaw": [[12, 2, 1, "", "function_nd"], [12, 3, 1, "", "left_cutoff"]], "exspy.components.EELSCLEdge": [[12, 2, 1, "", "as_dictionary"], [12, 4, 1, "", "fine_structure_smoothing"], [12, 2, 1, "", "fix_fine_structure"], [12, 2, 1, "", "free_fine_structure"], [12, 2, 1, "", "function"], [12, 2, 1, "", "get_fine_structure_as_signal1D"], [12, 2, 1, "", "gui"], [12, 2, 1, "", "set_microscope_parameters"]], "exspy.components.PESVoigt": [[12, 2, 1, "", "estimate_parameters"]], "exspy.data": [[13, 5, 1, "", "EDS_SEM_TM002"], [13, 5, 1, "", "EDS_TEM_FePt_nanoparticles"], [13, 5, 1, "", "EELS_MnFe"], [13, 5, 1, "", "EELS_low_loss"], [13, 5, 1, "", "eelsdb"]], "exspy.material": [[15, 5, 1, "", "atomic_to_weight"], [15, 5, 1, "", "density_of_mixture"], [15, 5, 1, "", "mass_absorption_coefficient"], [15, 5, 1, "", "mass_absorption_mixture"], [15, 5, 1, "", "weight_to_atomic"]], "exspy.models": [[16, 1, 1, "", "EDSModel"], [16, 1, 1, "", "EDSSEMModel"], [16, 1, 1, "", "EDSTEMModel"], [16, 1, 1, "", "EELSModel"]], "exspy.models.EDSModel": [[16, 2, 1, "", "add_family_lines"], [16, 2, 1, "", "add_polynomial_background"], [16, 2, 1, "", "as_dictionary"], [16, 2, 1, "", "calibrate_energy_axis"], [16, 2, 1, "", "calibrate_xray_lines"], [16, 2, 1, "", "disable_xray_lines"], [16, 2, 1, "", "enable_xray_lines"], [16, 2, 1, "", "fit_background"], [16, 2, 1, "", "fix_background"], [16, 2, 1, "", "fix_sub_xray_lines_weight"], [16, 2, 1, "", "fix_xray_lines_energy"], [16, 2, 1, "", "fix_xray_lines_width"], [16, 2, 1, "", "free_background"], [16, 2, 1, "", "free_sub_xray_lines_weight"], [16, 2, 1, "", "free_xray_lines_energy"], [16, 2, 1, "", "free_xray_lines_width"], [16, 2, 1, "", "get_lines_intensity"], [16, 2, 1, "", "remove"]], "exspy.models.EELSModel": [[16, 2, 1, "", "append"], [16, 2, 1, "", "disable_background"], [16, 2, 1, "", "disable_edges"], [16, 2, 1, "", "disable_fine_structure"], [16, 2, 1, "", "disable_free_onset_energy"], [16, 2, 1, "", "enable_background"], [16, 2, 1, "", "enable_edges"], [16, 2, 1, "", "enable_fine_structure"], [16, 2, 1, "", "enable_free_onset_energy"], [16, 2, 1, "", "fit"], [16, 2, 1, "", "fit_background"], [16, 2, 1, "", "fix_edges"], [16, 2, 1, "", "fix_fine_structure"], [16, 2, 1, "", "free_edges"], [16, 2, 1, "", "free_fine_structure"], [16, 2, 1, "", "quantify"], [16, 2, 1, "", "remove"], [16, 2, 1, "", "remove_fine_structure_data"], [16, 2, 1, "", "resolve_fine_structure"], [16, 2, 1, "", "resume_auto_fine_structure_width"], [16, 2, 1, "", "set_all_edges_intensities_positive"], [16, 2, 1, "", "set_convolution_axis"], [16, 4, 1, "", "signal"], [16, 2, 1, "", "smart_fit"], [16, 2, 1, "", "suspend_auto_fine_structure_width"], [16, 2, 1, "", "two_area_background_estimation"], [16, 2, 1, "", "unset_all_edges_intensities_positive"]], "exspy.signals": [[17, 1, 1, "", "DielectricFunction"], [17, 1, 1, "", "EDSSEMSpectrum"], [17, 1, 1, "", "EDSSpectrum"], [17, 1, 1, "", "EDSTEMSpectrum"], [17, 1, 1, "", "EELSSpectrum"], [17, 1, 1, "", "LazyDielectricFunction"], [17, 1, 1, "", "LazyEDSSEMSpectrum"], [17, 1, 1, "", "LazyEDSSpectrum"], [17, 1, 1, "", "LazyEDSTEMSpectrum"], [17, 1, 1, "", "LazyEELSSpectrum"]], "exspy.signals.DielectricFunction": [[17, 2, 1, "", "get_electron_energy_loss_spectrum"], [17, 2, 1, "", "get_number_of_effective_electrons"]], "exspy.signals.EDSSEMSpectrum": [[17, 2, 1, "", "create_model"], [17, 2, 1, "", "get_calibration_from"], [17, 2, 1, "", "set_microscope_parameters"]], "exspy.signals.EDSSpectrum": [[17, 2, 1, "", "add_elements"], [17, 2, 1, "", "add_lines"], [17, 2, 1, "", "add_xray_lines_markers"], [17, 2, 1, "", "estimate_background_windows"], [17, 2, 1, "", "estimate_integration_windows"], [17, 2, 1, "", "get_lines_intensity"], [17, 2, 1, "", "get_take_off_angle"], [17, 2, 1, "", "plot"], [17, 2, 1, "", "rebin"], [17, 2, 1, "", "remove_xray_lines_markers"], [17, 2, 1, "", "set_elements"], [17, 2, 1, "", "set_lines"], [17, 2, 1, "", "sum"]], "exspy.signals.EDSTEMSpectrum": [[17, 2, 1, "", "CL_get_mass_thickness"], [17, 2, 1, "", "create_model"], [17, 2, 1, "", "decomposition"], [17, 2, 1, "", "get_calibration_from"], [17, 2, 1, "", "get_probe_area"], [17, 2, 1, "", "quantification"], [17, 2, 1, "", "set_microscope_parameters"], [17, 2, 1, "", "vacuum_mask"]], "exspy.signals.EELSSpectrum": [[17, 2, 1, "", "add_elements"], [17, 2, 1, "", "align_zero_loss_peak"], [17, 2, 1, "", "create_model"], [17, 2, 1, "", "edges_at_energy"], [17, 2, 1, "", "estimate_elastic_scattering_intensity"], [17, 2, 1, "", "estimate_elastic_scattering_threshold"], [17, 2, 1, "", "estimate_thickness"], [17, 2, 1, "", "estimate_zero_loss_peak_centre"], [17, 2, 1, "", "fourier_log_deconvolution"], [17, 2, 1, "", "fourier_ratio_deconvolution"], [17, 2, 1, "", "generate_subshells"], [17, 2, 1, "", "get_zero_loss_peak_mask"], [17, 2, 1, "", "kramers_kronig_analysis"], [17, 2, 1, "", "plot"], [17, 2, 1, "", "power_law_extrapolation"], [17, 2, 1, "", "print_edges_near_energy"], [17, 2, 1, "", "rebin"], [17, 2, 1, "", "richardson_lucy_deconvolution"], [17, 2, 1, "", "set_microscope_parameters"], [17, 2, 1, "", "spikes_diagnosis"], [17, 2, 1, "", "spikes_removal_tool"], [17, 2, 1, "", "vacuum_mask"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:method", "3": "py:attribute", "4": "py:property", "5": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "method", "Python method"], "3": ["py", "attribute", "Python attribute"], "4": ["py", "property", "Python property"], "5": ["py", "function", "Python function"]}, "titleterms": {"galleri": 0, "exampl": 0, "model": [0, 2, 16, 22], "fit": [0, 1, 2, 5, 21, 22], "eel": [1, 22, 25], "curv": [1, 21, 22], "plot": [3, 21], "residu": 3, "comput": [4, 6, 18, 20], "time": [4, 6, 18], "simpl": 5, "arctan": 5, "changelog": 7, "unreleas": 7, "2024": 7, "02": 7, "21": 7, "improv": 7, "document": [7, 9, 10, 11], "mainten": 7, "0": 7, "1": [7, 24], "2023": 7, "12": 7, "03": 7, "new": [7, 9, 24], "featur": 7, "enhanc": 7, "initi": 7, "10": 7, "28": 7, "cite": [8, 10, 11], "exspi": [8, 10, 11, 12, 13, 15, 16, 17, 25], "contribut": 9, "issu": 9, "pull": 9, "request": 9, "review": 9, "code": 9, "style": 9, "write": 9, "test": 9, "releas": 9, "version": 9, "welcom": [10, 11], "learn": [10, 11], "resourc": [10, 11], "citat": [10, 11], "scientif": [10, 11], "literatur": [10, 11], "licens": [10, 11], "compon": 12, "data": [13, 21, 22], "refer": 14, "materi": 15, "signal": [17, 20, 25], "bibliographi": 19, "dielectr": 20, "function": 20, "tool": [20, 22], "number": 20, "effect": 20, "electron": [20, 21, 22], "energi": [20, 21, 22], "loss": [20, 22], "dispers": 21, "x": 21, "rai": 21, "spectrometri": 21, "ed": [21, 25], "spectrum": 21, "load": 21, "paramet": 21, "microscop": 21, "detector": [21, 25], "axi": 21, "copi": 21, "calibr": 21, "describ": 21, "sampl": [21, 22, 25], "element": [21, 22], "line": 21, "databas": 21, "find": 21, "from": 21, "get": [21, 24], "intens": [21, 22], "an": 21, "background": 21, "subtract": 21, "quantif": 21, "absorpt": 21, "correct": 21, "util": 21, "mass": 21, "coeffici": 21, "rang": 21, "spectroscopi": 22, "analysi": 22, "composit": 22, "thick": 22, "estim": 22, "zero": 22, "peak": 22, "centr": 22, "align": 22, "deconvolut": 22, "elast": 22, "scatter": 22, "kramer": 22, "kronig": 22, "creat": [22, 24], "generalis": 22, "oscil": 22, "strength": 22, "fine": 22, "structur": [22, 25], "user": 23, "guid": 23, "instal": 24, "us": 24, "conda": 24, "environ": 24, "2": 24, "packag": 24, "3": 24, "start": 24, "pip": 24, "updat": 24, "metadata": 25, "gener": 25, "acquisition_instru": 25, "tem": 25, "sem": 25, "stage": 25}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 60}, "alltitles": {"Gallery of Examples": [[0, "gallery-of-examples"]], "Model fitting": [[0, "model-fitting"], [2, "model-fitting"]], "EELS curve fitting": [[1, "eels-curve-fitting"], [22, "eels-curve-fitting"]], "Plot Residual": [[3, "plot-residual"]], "Computation times": [[4, "computation-times"], [6, "computation-times"], [18, "computation-times"]], "Simple arctan fit": [[5, "simple-arctan-fit"]], "Changelog": [[7, "changelog"]], " [UNRELEASED] (2024-02-21)": [[7, "release-unreleased-2024-02-21"]], "Improved Documentation": [[7, "improved-documentation"]], "Maintenance": [[7, "maintenance"], [7, "id5"]], "0.1 (2023-12-03)": [[7, "id3"]], "New features": [[7, "new-features"]], "Enhancements": [[7, "enhancements"]], "Initiation (2023-10-28)": [[7, "initiation-2023-10-28"]], "Citing eXSpy": [[8, "citing-exspy"], [10, "citing-exspy"], [11, "citing-exspy"]], "Contributing": [[9, "contributing"]], "Issues": [[9, "issues"]], "Pull Requests": [[9, "pull-requests"]], "Reviewing": [[9, "reviewing"]], "Documentation": [[9, "documentation"]], "Code style": [[9, "code-style"]], "Writing tests": [[9, "writing-tests"]], "Releasing a new version": [[9, "releasing-a-new-version"]], "Welcome to the documentation of eXSpy!": [[10, "welcome-to-the-documentation-of-exspy"], [11, "welcome-to-the-documentation-of-exspy"]], "Learning resources": [[10, "learning-resources"], [11, "learning-resources"]], "Citation in the scientific literature": [[10, "citation-in-the-scientific-literature"], [11, "citation-in-the-scientific-literature"]], "License": [[10, "license"], [11, "license"]], "exspy.components": [[12, "exspy-components"]], "exspy.data": [[13, "exspy-data"]], "Reference": [[14, "reference"], [14, null]], "exspy.material": [[15, "exspy-material"]], "exspy.models": [[16, "exspy-models"]], "exspy.signals": [[17, "exspy-signals"]], "Bibliography": [[19, "bibliography"]], "Dielectric function tools": [[20, "dielectric-function-tools"]], "Number of effective electrons": [[20, "number-of-effective-electrons"]], "Compute the electron energy-loss signal": [[20, "compute-the-electron-energy-loss-signal"]], "Energy-Dispersive X-ray Spectrometry (EDS)": [[21, "energy-dispersive-x-ray-spectrometry-eds"]], "Spectrum loading and parameters": [[21, "spectrum-loading-and-parameters"]], "Loading data": [[21, "loading-data"]], "Microscope and detector parameters": [[21, "microscope-and-detector-parameters"]], "Energy axis": [[21, "energy-axis"]], "Copying spectrum calibration": [[21, "copying-spectrum-calibration"]], "Describing the sample": [[21, "describing-the-sample"]], "Elements": [[21, "elements"]], "X-ray lines": [[21, "x-ray-lines"]], "Elemental database": [[21, "elemental-database"]], "Finding elements from energy": [[21, "finding-elements-from-energy"]], "Plotting": [[21, "plotting"]], "Plotting X-ray lines": [[21, "plotting-x-ray-lines"]], "Getting the intensity of an X-ray line": [[21, "getting-the-intensity-of-an-x-ray-line"]], "Background subtraction": [[21, "background-subtraction"]], "EDS curve fitting": [[21, "eds-curve-fitting"]], "EDS Quantification": [[21, "eds-quantification"]], "Absorption Correction": [[21, "absorption-correction"]], "Utils": [[21, "utils"]], "Mass absorption coefficient database": [[21, "mass-absorption-coefficient-database"]], "Electron and X-ray range": [[21, "electron-and-x-ray-range"]], "Electron Energy Loss Spectroscopy": [[22, "electron-energy-loss-spectroscopy"]], "Tools for EELS data analysis": [[22, "tools-for-eels-data-analysis"]], "Elemental composition of the sample": [[22, "elemental-composition-of-the-sample"]], "Thickness estimation": [[22, "thickness-estimation"]], "Zero-loss peak centre and alignment": [[22, "zero-loss-peak-centre-and-alignment"]], "Deconvolutions": [[22, "deconvolutions"]], "Estimate elastic scattering intensity": [[22, "estimate-elastic-scattering-intensity"]], "Kramers-Kronig Analysis": [[22, "kramers-kronig-analysis"]], "Creating model": [[22, "creating-model"]], "Generalised Oscillator Strengths": [[22, "generalised-oscillator-strengths"]], "Fitting model": [[22, "fitting-model"]], "Fine structure analysis": [[22, "fine-structure-analysis"], [22, "id1"]], "User Guide": [[23, "user-guide"]], "Installation": [[24, "installation"]], "Installation using conda": [[24, "installation-using-conda"]], "1. Creating a conda environment": [[24, "creating-a-conda-environment"]], "2. Installing the package in the new environment": [[24, "installing-the-package-in-the-new-environment"]], "3. Getting Started": [[24, "getting-started"]], "Installation using pip": [[24, "installation-using-pip"]], "Updating the package": [[24, "updating-the-package"]], "eXSpy Metadata Structure": [[25, "exspy-metadata-structure"]], "General": [[25, "general"]], "Sample": [[25, "sample"]], "Signal": [[25, "signal"]], "Acquisition_instrument": [[25, "acquisition-instrument"]], "TEM": [[25, "tem"]], "SEM": [[25, "sem"]], "Stage": [[25, "stage"]], "Detector": [[25, "detector"]], "EELS": [[25, "eels"]], "EDS": [[25, "eds"]]}, "indexentries": {"doublepowerlaw (class in exspy.components)": [[12, "exspy.components.DoublePowerLaw"]], "eelsarctan (class in exspy.components)": [[12, "exspy.components.EELSArctan"]], "eelscledge (class in exspy.components)": [[12, "exspy.components.EELSCLEdge"]], "pesvoigt (class in exspy.components)": [[12, "exspy.components.PESVoigt"]], "see (class in exspy.components)": [[12, "exspy.components.SEE"]], "vignetting (class in exspy.components)": [[12, "exspy.components.Vignetting"]], "volumeplasmondrude (class in exspy.components)": [[12, "exspy.components.VolumePlasmonDrude"]], "as_dictionary() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.as_dictionary"]], "estimate_parameters() (exspy.components.pesvoigt method)": [[12, "exspy.components.PESVoigt.estimate_parameters"]], "exspy.components": [[12, "module-exspy.components"]], "fine_structure_smoothing (exspy.components.eelscledge property)": [[12, "exspy.components.EELSCLEdge.fine_structure_smoothing"]], "fix_fine_structure() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.fix_fine_structure"]], "free_fine_structure() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.free_fine_structure"]], "function() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.function"]], "function_nd() (exspy.components.doublepowerlaw method)": [[12, "exspy.components.DoublePowerLaw.function_nd"]], "get_fine_structure_as_signal1d() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.get_fine_structure_as_signal1D"]], "gui() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.gui"]], "left_cutoff (exspy.components.doublepowerlaw attribute)": [[12, "exspy.components.DoublePowerLaw.left_cutoff"]], "module": [[12, "module-exspy.components"], [13, "module-exspy.data"], [15, "module-exspy.material"], [16, "module-exspy.models"], [17, "module-exspy.signals"]], "set_microscope_parameters() (exspy.components.eelscledge method)": [[12, "exspy.components.EELSCLEdge.set_microscope_parameters"]], "eds_sem_tm002() (in module exspy.data)": [[13, "exspy.data.EDS_SEM_TM002"]], "eds_tem_fept_nanoparticles() (in module exspy.data)": [[13, "exspy.data.EDS_TEM_FePt_nanoparticles"]], "eels_mnfe() (in module exspy.data)": [[13, "exspy.data.EELS_MnFe"]], "eels_low_loss() (in module exspy.data)": [[13, "exspy.data.EELS_low_loss"]], "eelsdb() (in module exspy.data)": [[13, "exspy.data.eelsdb"]], "exspy.data": [[13, "module-exspy.data"]], "atomic_to_weight() (in module exspy.material)": [[15, "exspy.material.atomic_to_weight"]], "density_of_mixture() (in module exspy.material)": [[15, "exspy.material.density_of_mixture"]], "exspy.material": [[15, "module-exspy.material"]], "mass_absorption_coefficient() (in module exspy.material)": [[15, "exspy.material.mass_absorption_coefficient"]], "mass_absorption_mixture() (in module exspy.material)": [[15, "exspy.material.mass_absorption_mixture"]], "weight_to_atomic() (in module exspy.material)": [[15, "exspy.material.weight_to_atomic"]], "edsmodel (class in exspy.models)": [[16, "exspy.models.EDSModel"]], "edssemmodel (class in exspy.models)": [[16, "exspy.models.EDSSEMModel"]], "edstemmodel (class in exspy.models)": [[16, "exspy.models.EDSTEMModel"]], "eelsmodel (class in exspy.models)": [[16, "exspy.models.EELSModel"]], "add_family_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.add_family_lines"]], "add_polynomial_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.add_polynomial_background"]], "append() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.append"]], "as_dictionary() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.as_dictionary"]], "calibrate_energy_axis() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.calibrate_energy_axis"]], "calibrate_xray_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.calibrate_xray_lines"]], "disable_background() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_background"]], "disable_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_edges"]], "disable_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_fine_structure"]], "disable_free_onset_energy() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.disable_free_onset_energy"]], "disable_xray_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.disable_xray_lines"]], "enable_background() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_background"]], "enable_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_edges"]], "enable_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_fine_structure"]], "enable_free_onset_energy() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.enable_free_onset_energy"]], "enable_xray_lines() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.enable_xray_lines"]], "exspy.models": [[16, "module-exspy.models"]], "fit() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fit"]], "fit_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fit_background"]], "fit_background() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fit_background"]], "fix_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_background"]], "fix_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fix_edges"]], "fix_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.fix_fine_structure"]], "fix_sub_xray_lines_weight() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_sub_xray_lines_weight"]], "fix_xray_lines_energy() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_xray_lines_energy"]], "fix_xray_lines_width() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.fix_xray_lines_width"]], "free_background() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_background"]], "free_edges() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.free_edges"]], "free_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.free_fine_structure"]], "free_sub_xray_lines_weight() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_sub_xray_lines_weight"]], "free_xray_lines_energy() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_xray_lines_energy"]], "free_xray_lines_width() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.free_xray_lines_width"]], "get_lines_intensity() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.get_lines_intensity"]], "quantify() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.quantify"]], "remove() (exspy.models.edsmodel method)": [[16, "exspy.models.EDSModel.remove"]], "remove() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.remove"]], "remove_fine_structure_data() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.remove_fine_structure_data"]], "resolve_fine_structure() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.resolve_fine_structure"]], "resume_auto_fine_structure_width() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.resume_auto_fine_structure_width"]], "set_all_edges_intensities_positive() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.set_all_edges_intensities_positive"]], "set_convolution_axis() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.set_convolution_axis"]], "signal (exspy.models.eelsmodel property)": [[16, "exspy.models.EELSModel.signal"]], "smart_fit() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.smart_fit"]], "suspend_auto_fine_structure_width() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.suspend_auto_fine_structure_width"]], "two_area_background_estimation() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.two_area_background_estimation"]], "unset_all_edges_intensities_positive() (exspy.models.eelsmodel method)": [[16, "exspy.models.EELSModel.unset_all_edges_intensities_positive"]], "cl_get_mass_thickness() (exspy.signals.edstemspectrum static method)": [[17, "exspy.signals.EDSTEMSpectrum.CL_get_mass_thickness"]], "dielectricfunction (class in exspy.signals)": [[17, "exspy.signals.DielectricFunction"]], "edssemspectrum (class in exspy.signals)": [[17, "exspy.signals.EDSSEMSpectrum"]], "edsspectrum (class in exspy.signals)": [[17, "exspy.signals.EDSSpectrum"]], "edstemspectrum (class in exspy.signals)": [[17, "exspy.signals.EDSTEMSpectrum"]], "eelsspectrum (class in exspy.signals)": [[17, "exspy.signals.EELSSpectrum"]], "lazydielectricfunction (class in exspy.signals)": [[17, "exspy.signals.LazyDielectricFunction"]], "lazyedssemspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEDSSEMSpectrum"]], "lazyedsspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEDSSpectrum"]], "lazyedstemspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEDSTEMSpectrum"]], "lazyeelsspectrum (class in exspy.signals)": [[17, "exspy.signals.LazyEELSSpectrum"]], "add_elements() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.add_elements"]], "add_elements() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.add_elements"]], "add_lines() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.add_lines"]], "add_xray_lines_markers() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.add_xray_lines_markers"]], "align_zero_loss_peak() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.align_zero_loss_peak"]], "create_model() (exspy.signals.edssemspectrum method)": [[17, "exspy.signals.EDSSEMSpectrum.create_model"]], "create_model() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.create_model"]], "create_model() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.create_model"]], "decomposition() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.decomposition"]], "edges_at_energy() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.edges_at_energy"]], "estimate_background_windows() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.estimate_background_windows"]], "estimate_elastic_scattering_intensity() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_elastic_scattering_intensity"]], "estimate_elastic_scattering_threshold() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_elastic_scattering_threshold"]], "estimate_integration_windows() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.estimate_integration_windows"]], "estimate_thickness() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_thickness"]], "estimate_zero_loss_peak_centre() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.estimate_zero_loss_peak_centre"]], "exspy.signals": [[17, "module-exspy.signals"]], "fourier_log_deconvolution() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.fourier_log_deconvolution"]], "fourier_ratio_deconvolution() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.fourier_ratio_deconvolution"]], "generate_subshells() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.generate_subshells"]], "get_calibration_from() (exspy.signals.edssemspectrum method)": [[17, "exspy.signals.EDSSEMSpectrum.get_calibration_from"]], "get_calibration_from() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.get_calibration_from"]], "get_electron_energy_loss_spectrum() (exspy.signals.dielectricfunction method)": [[17, "exspy.signals.DielectricFunction.get_electron_energy_loss_spectrum"]], "get_lines_intensity() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.get_lines_intensity"]], "get_number_of_effective_electrons() (exspy.signals.dielectricfunction method)": [[17, "exspy.signals.DielectricFunction.get_number_of_effective_electrons"]], "get_probe_area() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.get_probe_area"]], "get_take_off_angle() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.get_take_off_angle"]], "get_zero_loss_peak_mask() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.get_zero_loss_peak_mask"]], "kramers_kronig_analysis() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.kramers_kronig_analysis"]], "plot() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.plot"]], "plot() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.plot"]], "power_law_extrapolation() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.power_law_extrapolation"]], "print_edges_near_energy() (exspy.signals.eelsspectrum static method)": [[17, "exspy.signals.EELSSpectrum.print_edges_near_energy"]], "quantification() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.quantification"]], "rebin() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.rebin"]], "rebin() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.rebin"]], "remove_xray_lines_markers() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.remove_xray_lines_markers"]], "richardson_lucy_deconvolution() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.richardson_lucy_deconvolution"]], "set_elements() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.set_elements"]], "set_lines() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.set_lines"]], "set_microscope_parameters() (exspy.signals.edssemspectrum method)": [[17, "exspy.signals.EDSSEMSpectrum.set_microscope_parameters"]], "set_microscope_parameters() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.set_microscope_parameters"]], "set_microscope_parameters() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.set_microscope_parameters"]], "spikes_diagnosis() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.spikes_diagnosis"]], "spikes_removal_tool() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.spikes_removal_tool"]], "sum() (exspy.signals.edsspectrum method)": [[17, "exspy.signals.EDSSpectrum.sum"]], "vacuum_mask() (exspy.signals.edstemspectrum method)": [[17, "exspy.signals.EDSTEMSpectrum.vacuum_mask"]], "vacuum_mask() (exspy.signals.eelsspectrum method)": [[17, "exspy.signals.EELSSpectrum.vacuum_mask"]]}})
\ No newline at end of file
diff --git a/sg_execution_times.html b/sg_execution_times.html
index 84ab4a190..24ca15ba2 100644
--- a/sg_execution_times.html
+++ b/sg_execution_times.html
@@ -440,7 +440,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>00:10.313</strong> total execution time for 3 files <strong>from all galleries</strong>:</p>
+<p><strong>00:08.417</strong> total execution time for 3 files <strong>from all galleries</strong>:</p>
 <div class="docutils container">
 <style scoped>
 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -462,11 +462,11 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/model_fitting/EELS_curve_fitting.html#sphx-glr-auto-examples-model-fitting-eels-curve-fitting-py"><span class="std std-ref">EELS curve fitting</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/model_fitting/EELS_curve_fitting.py</span></code>)</p></td>
-<td><p>00:09.312</p></td>
+<td><p>00:07.541</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/model_fitting/plot_residual.html#sphx-glr-auto-examples-model-fitting-plot-residual-py"><span class="std std-ref">Plot Residual</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/model_fitting/plot_residual.py</span></code>)</p></td>
-<td><p>00:00.644</p></td>
+<td><p>00:00.517</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/model_fitting/simple_arctan_fit.html#sphx-glr-auto-examples-model-fitting-simple-arctan-fit-py"><span class="std std-ref">Simple arctan fit</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/model_fitting/simple_arctan_fit.py</span></code>)</p></td>