diff --git a/_downloads/09b83b84e67dd3bf3bfa9889ef5464d2/linop-5.pdf b/_downloads/09b83b84e67dd3bf3bfa9889ef5464d2/linop-5.pdf index 492cbe2d..f33c8cbf 100644 Binary files a/_downloads/09b83b84e67dd3bf3bfa9889ef5464d2/linop-5.pdf and b/_downloads/09b83b84e67dd3bf3bfa9889ef5464d2/linop-5.pdf differ diff --git a/_downloads/20331cddc327a7a39c725a1390312abd/linop-16_01.pdf b/_downloads/20331cddc327a7a39c725a1390312abd/linop-16_01.pdf index 9125f6d2..e46f5c3f 100644 Binary files a/_downloads/20331cddc327a7a39c725a1390312abd/linop-16_01.pdf and b/_downloads/20331cddc327a7a39c725a1390312abd/linop-16_01.pdf differ diff --git a/_downloads/22bd9057779cffbbbba3ea842436c066/linop-7_00.pdf b/_downloads/22bd9057779cffbbbba3ea842436c066/linop-7_00.pdf index 6d28c956..91a1b159 100644 Binary files a/_downloads/22bd9057779cffbbbba3ea842436c066/linop-7_00.pdf and b/_downloads/22bd9057779cffbbbba3ea842436c066/linop-7_00.pdf differ diff --git a/_downloads/274c9a03963857bb2702dadde78475d6/linop-18_02.pdf b/_downloads/274c9a03963857bb2702dadde78475d6/linop-18_02.pdf index 76b93f30..edfc8ef9 100644 Binary files a/_downloads/274c9a03963857bb2702dadde78475d6/linop-18_02.pdf and b/_downloads/274c9a03963857bb2702dadde78475d6/linop-18_02.pdf differ diff --git a/_downloads/2d83951329e9139d2f457f163ef557ff/linop-17_01.pdf b/_downloads/2d83951329e9139d2f457f163ef557ff/linop-17_01.pdf index 73e9246e..b85e3b70 100644 Binary files a/_downloads/2d83951329e9139d2f457f163ef557ff/linop-17_01.pdf and b/_downloads/2d83951329e9139d2f457f163ef557ff/linop-17_01.pdf differ diff --git a/_downloads/38abfa68484834f661723510290a9594/sampler-1_01_00.pdf b/_downloads/38abfa68484834f661723510290a9594/sampler-1_01_00.pdf index 891ce9f6..86d21326 100644 Binary files a/_downloads/38abfa68484834f661723510290a9594/sampler-1_01_00.pdf and b/_downloads/38abfa68484834f661723510290a9594/sampler-1_01_00.pdf differ diff --git a/_downloads/3efa35127efc146021b2bb00f30126cc/linop-8_00.pdf b/_downloads/3efa35127efc146021b2bb00f30126cc/linop-8_00.pdf index cc214986..90a733e2 100644 Binary files a/_downloads/3efa35127efc146021b2bb00f30126cc/linop-8_00.pdf and b/_downloads/3efa35127efc146021b2bb00f30126cc/linop-8_00.pdf differ diff --git a/_downloads/426d2a51889add0a821472e3363e6c86/linop-9_02.pdf b/_downloads/426d2a51889add0a821472e3363e6c86/linop-9_02.pdf index 9865751f..064b59cf 100644 Binary files a/_downloads/426d2a51889add0a821472e3363e6c86/linop-9_02.pdf and b/_downloads/426d2a51889add0a821472e3363e6c86/linop-9_02.pdf differ diff --git a/_downloads/46ba4351fee97ccd2e3d0aba89e7413d/linop-14.pdf b/_downloads/46ba4351fee97ccd2e3d0aba89e7413d/linop-14.pdf index 5e0c0d49..9c8e0a32 100644 Binary files a/_downloads/46ba4351fee97ccd2e3d0aba89e7413d/linop-14.pdf and b/_downloads/46ba4351fee97ccd2e3d0aba89e7413d/linop-14.pdf differ diff --git a/_downloads/502950988dae13ff01ed4781361cfe4d/linop-18_03.pdf b/_downloads/502950988dae13ff01ed4781361cfe4d/linop-18_03.pdf index d35b8a40..d29f1c17 100644 Binary files a/_downloads/502950988dae13ff01ed4781361cfe4d/linop-18_03.pdf and b/_downloads/502950988dae13ff01ed4781361cfe4d/linop-18_03.pdf differ diff --git a/_downloads/5420c90dcdf9b097dbed8ebf47bc7a03/util-2.pdf b/_downloads/5420c90dcdf9b097dbed8ebf47bc7a03/util-2.pdf index 20423378..7decd137 100644 Binary files a/_downloads/5420c90dcdf9b097dbed8ebf47bc7a03/util-2.pdf and b/_downloads/5420c90dcdf9b097dbed8ebf47bc7a03/util-2.pdf differ diff --git a/_downloads/5b19c3c62ae35eb4489c976153e230f2/linop-9_00.pdf b/_downloads/5b19c3c62ae35eb4489c976153e230f2/linop-9_00.pdf index 6150ddd4..564f71f4 100644 Binary files a/_downloads/5b19c3c62ae35eb4489c976153e230f2/linop-9_00.pdf and b/_downloads/5b19c3c62ae35eb4489c976153e230f2/linop-9_00.pdf differ diff --git a/_downloads/5be70851f96b004b61b84e14faba6d02/util-1.pdf b/_downloads/5be70851f96b004b61b84e14faba6d02/util-1.pdf index a8a22ee7..8f250b95 100644 Binary files a/_downloads/5be70851f96b004b61b84e14faba6d02/util-1.pdf and b/_downloads/5be70851f96b004b61b84e14faba6d02/util-1.pdf differ diff --git a/_downloads/5d831190e971237b56d4c6f5001a1497/linop-1.pdf b/_downloads/5d831190e971237b56d4c6f5001a1497/linop-1.pdf index 1c40708b..89403382 100644 Binary files a/_downloads/5d831190e971237b56d4c6f5001a1497/linop-1.pdf and b/_downloads/5d831190e971237b56d4c6f5001a1497/linop-1.pdf differ diff --git a/_downloads/5ebda40b456c165df2ad890040597b6f/linop-15.pdf b/_downloads/5ebda40b456c165df2ad890040597b6f/linop-15.pdf index 463d8927..1885ceeb 100644 Binary files a/_downloads/5ebda40b456c165df2ad890040597b6f/linop-15.pdf and b/_downloads/5ebda40b456c165df2ad890040597b6f/linop-15.pdf differ diff --git a/_downloads/5f2c7960744f306a7f67e6f866544db8/abc-1.pdf b/_downloads/5f2c7960744f306a7f67e6f866544db8/abc-1.pdf index 9f8c9a10..6bad0cea 100644 Binary files a/_downloads/5f2c7960744f306a7f67e6f866544db8/abc-1.pdf and b/_downloads/5f2c7960744f306a7f67e6f866544db8/abc-1.pdf differ diff --git a/_downloads/612022bbeb60e12bbedb2442f5e9eb14/linop-8_01.pdf b/_downloads/612022bbeb60e12bbedb2442f5e9eb14/linop-8_01.pdf index b4639b3f..cf04345c 100644 Binary files a/_downloads/612022bbeb60e12bbedb2442f5e9eb14/linop-8_01.pdf and b/_downloads/612022bbeb60e12bbedb2442f5e9eb14/linop-8_01.pdf differ diff --git a/_downloads/6f030212e1ed44374360d96af1b8bb08/sampler-1_01_00.png b/_downloads/6f030212e1ed44374360d96af1b8bb08/sampler-1_01_00.png index 02c7dc4d..c8ec1057 100644 Binary files a/_downloads/6f030212e1ed44374360d96af1b8bb08/sampler-1_01_00.png and b/_downloads/6f030212e1ed44374360d96af1b8bb08/sampler-1_01_00.png differ diff --git a/_downloads/720322c27d60e8bdfe2e26d9c52e0397/linop-11.pdf b/_downloads/720322c27d60e8bdfe2e26d9c52e0397/linop-11.pdf index ddef85f1..720f9871 100644 Binary files a/_downloads/720322c27d60e8bdfe2e26d9c52e0397/linop-11.pdf and b/_downloads/720322c27d60e8bdfe2e26d9c52e0397/linop-11.pdf differ diff --git a/_downloads/76756524613d2983ea3587d04687c2c6/linop-7_01.pdf b/_downloads/76756524613d2983ea3587d04687c2c6/linop-7_01.pdf index 4835b96a..85c3bbad 100644 Binary files a/_downloads/76756524613d2983ea3587d04687c2c6/linop-7_01.pdf and b/_downloads/76756524613d2983ea3587d04687c2c6/linop-7_01.pdf differ diff --git a/_downloads/7bf4f564a15100201d0a1e7baafafa52/opt-solver-2.pdf b/_downloads/7bf4f564a15100201d0a1e7baafafa52/opt-solver-2.pdf index 3a254ce3..93b7dd28 100644 Binary files a/_downloads/7bf4f564a15100201d0a1e7baafafa52/opt-solver-2.pdf and b/_downloads/7bf4f564a15100201d0a1e7baafafa52/opt-solver-2.pdf differ diff --git a/_downloads/7cceec4a3abf2947afcf0fbf1a95fbc2/linop-9_01.pdf b/_downloads/7cceec4a3abf2947afcf0fbf1a95fbc2/linop-9_01.pdf index f1703704..77733e99 100644 Binary files a/_downloads/7cceec4a3abf2947afcf0fbf1a95fbc2/linop-9_01.pdf and b/_downloads/7cceec4a3abf2947afcf0fbf1a95fbc2/linop-9_01.pdf differ diff --git a/_downloads/7f5f34fa22392f9857f5e4557ab603eb/linop-18_01.pdf b/_downloads/7f5f34fa22392f9857f5e4557ab603eb/linop-18_01.pdf index 4e75c118..ff09adf7 100644 Binary files a/_downloads/7f5f34fa22392f9857f5e4557ab603eb/linop-18_01.pdf and b/_downloads/7f5f34fa22392f9857f5e4557ab603eb/linop-18_01.pdf differ diff --git a/_downloads/8149e23614b7c5de54fdf55f5a7a75c5/linop-17_00.pdf b/_downloads/8149e23614b7c5de54fdf55f5a7a75c5/linop-17_00.pdf index 117d830f..aa0d8eda 100644 Binary files a/_downloads/8149e23614b7c5de54fdf55f5a7a75c5/linop-17_00.pdf and b/_downloads/8149e23614b7c5de54fdf55f5a7a75c5/linop-17_00.pdf differ diff --git a/_downloads/8186afc1cad5ba418c82646f4dc4c85a/sampler-1_00_00.pdf b/_downloads/8186afc1cad5ba418c82646f4dc4c85a/sampler-1_00_00.pdf index f8a002b2..38ce6e28 100644 Binary files a/_downloads/8186afc1cad5ba418c82646f4dc4c85a/sampler-1_00_00.pdf and b/_downloads/8186afc1cad5ba418c82646f4dc4c85a/sampler-1_00_00.pdf differ diff --git a/_downloads/82d6d7024b395a55bfdcd60ed84361df/linop-16_02.pdf b/_downloads/82d6d7024b395a55bfdcd60ed84361df/linop-16_02.pdf index ea3b4332..cf5ad868 100644 Binary files a/_downloads/82d6d7024b395a55bfdcd60ed84361df/linop-16_02.pdf and b/_downloads/82d6d7024b395a55bfdcd60ed84361df/linop-16_02.pdf differ diff --git a/_downloads/852396df1c2a68b4ab13ea440094a13b/linop-2.pdf b/_downloads/852396df1c2a68b4ab13ea440094a13b/linop-2.pdf index a03a4411..4a2c68cd 100644 Binary files a/_downloads/852396df1c2a68b4ab13ea440094a13b/linop-2.pdf and b/_downloads/852396df1c2a68b4ab13ea440094a13b/linop-2.pdf differ diff --git a/_downloads/88a3f16ef7fce8fdb35fd4edf3b6ace4/sampler-1_00_00.png b/_downloads/88a3f16ef7fce8fdb35fd4edf3b6ace4/sampler-1_00_00.png index 2bd774ea..9e131bf3 100644 Binary files a/_downloads/88a3f16ef7fce8fdb35fd4edf3b6ace4/sampler-1_00_00.png and b/_downloads/88a3f16ef7fce8fdb35fd4edf3b6ace4/sampler-1_00_00.png differ diff --git a/_downloads/9c4ebc29020e065ee3bc3d0953afc0cb/sampler-1_01_00.hires.png b/_downloads/9c4ebc29020e065ee3bc3d0953afc0cb/sampler-1_01_00.hires.png index 94fd7ac4..1a9b2336 100644 Binary files a/_downloads/9c4ebc29020e065ee3bc3d0953afc0cb/sampler-1_01_00.hires.png and b/_downloads/9c4ebc29020e065ee3bc3d0953afc0cb/sampler-1_01_00.hires.png differ diff --git a/_downloads/9eaea73fdea624e0206631a1d44ed0c6/linop-7_03.pdf b/_downloads/9eaea73fdea624e0206631a1d44ed0c6/linop-7_03.pdf index e9b6c91b..f3266c03 100644 Binary files a/_downloads/9eaea73fdea624e0206631a1d44ed0c6/linop-7_03.pdf and b/_downloads/9eaea73fdea624e0206631a1d44ed0c6/linop-7_03.pdf differ diff --git a/_downloads/b2643be9761ce6a5244d11d98408529f/linop-13.pdf b/_downloads/b2643be9761ce6a5244d11d98408529f/linop-13.pdf index 7de202f8..a5af45a0 100644 Binary files a/_downloads/b2643be9761ce6a5244d11d98408529f/linop-13.pdf and b/_downloads/b2643be9761ce6a5244d11d98408529f/linop-13.pdf differ diff --git a/_downloads/b793257364ec7e73fe09d6ac0cf897bb/linop-3.pdf b/_downloads/b793257364ec7e73fe09d6ac0cf897bb/linop-3.pdf index 461a27c0..30228954 100644 Binary files a/_downloads/b793257364ec7e73fe09d6ac0cf897bb/linop-3.pdf and b/_downloads/b793257364ec7e73fe09d6ac0cf897bb/linop-3.pdf differ diff --git a/_downloads/c0190b5d57d3d151adb5651d8b8a1ee5/linop-10.pdf b/_downloads/c0190b5d57d3d151adb5651d8b8a1ee5/linop-10.pdf index 58047599..3a7bd00a 100644 Binary files a/_downloads/c0190b5d57d3d151adb5651d8b8a1ee5/linop-10.pdf and b/_downloads/c0190b5d57d3d151adb5651d8b8a1ee5/linop-10.pdf differ diff --git a/_downloads/c604d2df9d37527a80c0dc91b76cf5db/sampler-1_00_00.hires.png b/_downloads/c604d2df9d37527a80c0dc91b76cf5db/sampler-1_00_00.hires.png index 6ec7f4a0..b38dcf5a 100644 Binary files a/_downloads/c604d2df9d37527a80c0dc91b76cf5db/sampler-1_00_00.hires.png and b/_downloads/c604d2df9d37527a80c0dc91b76cf5db/sampler-1_00_00.hires.png differ diff --git a/_downloads/ce02986c52568fc946d170be6555d837/linop-18_00.pdf b/_downloads/ce02986c52568fc946d170be6555d837/linop-18_00.pdf index e5253985..32ee5f6e 100644 Binary files a/_downloads/ce02986c52568fc946d170be6555d837/linop-18_00.pdf and b/_downloads/ce02986c52568fc946d170be6555d837/linop-18_00.pdf differ diff --git a/_downloads/d722bee71da109d7780d99550eacebb8/linop-16_00.pdf b/_downloads/d722bee71da109d7780d99550eacebb8/linop-16_00.pdf index bee69391..15e48e25 100644 Binary files a/_downloads/d722bee71da109d7780d99550eacebb8/linop-16_00.pdf and b/_downloads/d722bee71da109d7780d99550eacebb8/linop-16_00.pdf differ diff --git a/_downloads/db9ac5fbbfe21a45f644cc919f758da2/opt-solver-1.pdf b/_downloads/db9ac5fbbfe21a45f644cc919f758da2/opt-solver-1.pdf index ec424f6e..b6d76d9d 100644 Binary files a/_downloads/db9ac5fbbfe21a45f644cc919f758da2/opt-solver-1.pdf and b/_downloads/db9ac5fbbfe21a45f644cc919f758da2/opt-solver-1.pdf differ diff --git a/_downloads/e8cf3ce50f34b6ff0831d06aeebabca8/linop-6.pdf b/_downloads/e8cf3ce50f34b6ff0831d06aeebabca8/linop-6.pdf index bdabb6a1..0efb1226 100644 Binary files a/_downloads/e8cf3ce50f34b6ff0831d06aeebabca8/linop-6.pdf and b/_downloads/e8cf3ce50f34b6ff0831d06aeebabca8/linop-6.pdf differ diff --git a/_downloads/ef375de8a555744bde8d66d2be4d2ecd/linop-4.pdf b/_downloads/ef375de8a555744bde8d66d2be4d2ecd/linop-4.pdf index f91a1db0..88fb808a 100644 Binary files a/_downloads/ef375de8a555744bde8d66d2be4d2ecd/linop-4.pdf and b/_downloads/ef375de8a555744bde8d66d2be4d2ecd/linop-4.pdf differ diff --git a/_downloads/f8ee9bb8e004715b22514fc6afbb3a71/linop-7_02.pdf b/_downloads/f8ee9bb8e004715b22514fc6afbb3a71/linop-7_02.pdf index 00d9e84e..33912070 100644 Binary files a/_downloads/f8ee9bb8e004715b22514fc6afbb3a71/linop-7_02.pdf and b/_downloads/f8ee9bb8e004715b22514fc6afbb3a71/linop-7_02.pdf differ diff --git a/_images/sampler-1_00_00.png b/_images/sampler-1_00_00.png index 2bd774ea..9e131bf3 100644 Binary files a/_images/sampler-1_00_00.png and b/_images/sampler-1_00_00.png differ diff --git a/_images/sampler-1_01_00.png b/_images/sampler-1_01_00.png index 02c7dc4d..c8ec1057 100644 Binary files a/_images/sampler-1_01_00.png and b/_images/sampler-1_01_00.png differ diff --git a/_parse_plugins/plugins.db b/_parse_plugins/plugins.db index b4ee32b8..bb3dc03d 100644 Binary files a/_parse_plugins/plugins.db and b/_parse_plugins/plugins.db differ diff --git a/guide/diff_ops.html b/guide/diff_ops.html index 7a0e7236..f4eb3fac 100644 --- a/guide/diff_ops.html +++ b/guide/diff_ops.html @@ -292,7 +292,7 @@

Partial Derivatives \[\mathbf{D} f [n] = f[n+1] - f[n]\]

As we will see below, this is the forward finite difference approximation. This could be implemented in matrix-form, in which case it would look like this:

-

9e72b53961dd4586bbc911d507631a5e

+

9d344b6c252640558552ce2e39096e97

Or, it could be instead implemented via a for loop, in which the case of large input signals, would not require storing a large matrix:

[1]:
diff --git a/plot_directive/api/abc-1.pdf b/plot_directive/api/abc-1.pdf
index 9f8c9a10..6bad0cea 100644
Binary files a/plot_directive/api/abc-1.pdf and b/plot_directive/api/abc-1.pdf differ
diff --git a/plot_directive/api/experimental/sampler-1_00_00.hires.png b/plot_directive/api/experimental/sampler-1_00_00.hires.png
index 6ec7f4a0..b38dcf5a 100644
Binary files a/plot_directive/api/experimental/sampler-1_00_00.hires.png and b/plot_directive/api/experimental/sampler-1_00_00.hires.png differ
diff --git a/plot_directive/api/experimental/sampler-1_00_00.pdf b/plot_directive/api/experimental/sampler-1_00_00.pdf
index f8a002b2..38ce6e28 100644
Binary files a/plot_directive/api/experimental/sampler-1_00_00.pdf and b/plot_directive/api/experimental/sampler-1_00_00.pdf differ
diff --git a/plot_directive/api/experimental/sampler-1_00_00.png b/plot_directive/api/experimental/sampler-1_00_00.png
index 2bd774ea..9e131bf3 100644
Binary files a/plot_directive/api/experimental/sampler-1_00_00.png and b/plot_directive/api/experimental/sampler-1_00_00.png differ
diff --git a/plot_directive/api/experimental/sampler-1_01_00.hires.png b/plot_directive/api/experimental/sampler-1_01_00.hires.png
index 94fd7ac4..1a9b2336 100644
Binary files a/plot_directive/api/experimental/sampler-1_01_00.hires.png and b/plot_directive/api/experimental/sampler-1_01_00.hires.png differ
diff --git a/plot_directive/api/experimental/sampler-1_01_00.pdf b/plot_directive/api/experimental/sampler-1_01_00.pdf
index 891ce9f6..86d21326 100644
Binary files a/plot_directive/api/experimental/sampler-1_01_00.pdf and b/plot_directive/api/experimental/sampler-1_01_00.pdf differ
diff --git a/plot_directive/api/experimental/sampler-1_01_00.png b/plot_directive/api/experimental/sampler-1_01_00.png
index 02c7dc4d..c8ec1057 100644
Binary files a/plot_directive/api/experimental/sampler-1_01_00.png and b/plot_directive/api/experimental/sampler-1_01_00.png differ
diff --git a/plot_directive/api/operator/linop-1.pdf b/plot_directive/api/operator/linop-1.pdf
index 1c40708b..89403382 100644
Binary files a/plot_directive/api/operator/linop-1.pdf and b/plot_directive/api/operator/linop-1.pdf differ
diff --git a/plot_directive/api/operator/linop-10.pdf b/plot_directive/api/operator/linop-10.pdf
index 58047599..3a7bd00a 100644
Binary files a/plot_directive/api/operator/linop-10.pdf and b/plot_directive/api/operator/linop-10.pdf differ
diff --git a/plot_directive/api/operator/linop-11.pdf b/plot_directive/api/operator/linop-11.pdf
index ddef85f1..720f9871 100644
Binary files a/plot_directive/api/operator/linop-11.pdf and b/plot_directive/api/operator/linop-11.pdf differ
diff --git a/plot_directive/api/operator/linop-13.pdf b/plot_directive/api/operator/linop-13.pdf
index 7de202f8..a5af45a0 100644
Binary files a/plot_directive/api/operator/linop-13.pdf and b/plot_directive/api/operator/linop-13.pdf differ
diff --git a/plot_directive/api/operator/linop-14.pdf b/plot_directive/api/operator/linop-14.pdf
index 5e0c0d49..9c8e0a32 100644
Binary files a/plot_directive/api/operator/linop-14.pdf and b/plot_directive/api/operator/linop-14.pdf differ
diff --git a/plot_directive/api/operator/linop-15.pdf b/plot_directive/api/operator/linop-15.pdf
index 463d8927..1885ceeb 100644
Binary files a/plot_directive/api/operator/linop-15.pdf and b/plot_directive/api/operator/linop-15.pdf differ
diff --git a/plot_directive/api/operator/linop-16_00.pdf b/plot_directive/api/operator/linop-16_00.pdf
index bee69391..15e48e25 100644
Binary files a/plot_directive/api/operator/linop-16_00.pdf and b/plot_directive/api/operator/linop-16_00.pdf differ
diff --git a/plot_directive/api/operator/linop-16_01.pdf b/plot_directive/api/operator/linop-16_01.pdf
index 9125f6d2..e46f5c3f 100644
Binary files a/plot_directive/api/operator/linop-16_01.pdf and b/plot_directive/api/operator/linop-16_01.pdf differ
diff --git a/plot_directive/api/operator/linop-16_02.pdf b/plot_directive/api/operator/linop-16_02.pdf
index ea3b4332..cf5ad868 100644
Binary files a/plot_directive/api/operator/linop-16_02.pdf and b/plot_directive/api/operator/linop-16_02.pdf differ
diff --git a/plot_directive/api/operator/linop-17_00.pdf b/plot_directive/api/operator/linop-17_00.pdf
index 117d830f..aa0d8eda 100644
Binary files a/plot_directive/api/operator/linop-17_00.pdf and b/plot_directive/api/operator/linop-17_00.pdf differ
diff --git a/plot_directive/api/operator/linop-17_01.pdf b/plot_directive/api/operator/linop-17_01.pdf
index 73e9246e..b85e3b70 100644
Binary files a/plot_directive/api/operator/linop-17_01.pdf and b/plot_directive/api/operator/linop-17_01.pdf differ
diff --git a/plot_directive/api/operator/linop-18_00.pdf b/plot_directive/api/operator/linop-18_00.pdf
index e5253985..32ee5f6e 100644
Binary files a/plot_directive/api/operator/linop-18_00.pdf and b/plot_directive/api/operator/linop-18_00.pdf differ
diff --git a/plot_directive/api/operator/linop-18_01.pdf b/plot_directive/api/operator/linop-18_01.pdf
index 4e75c118..ff09adf7 100644
Binary files a/plot_directive/api/operator/linop-18_01.pdf and b/plot_directive/api/operator/linop-18_01.pdf differ
diff --git a/plot_directive/api/operator/linop-18_02.pdf b/plot_directive/api/operator/linop-18_02.pdf
index 76b93f30..edfc8ef9 100644
Binary files a/plot_directive/api/operator/linop-18_02.pdf and b/plot_directive/api/operator/linop-18_02.pdf differ
diff --git a/plot_directive/api/operator/linop-18_03.pdf b/plot_directive/api/operator/linop-18_03.pdf
index d35b8a40..d29f1c17 100644
Binary files a/plot_directive/api/operator/linop-18_03.pdf and b/plot_directive/api/operator/linop-18_03.pdf differ
diff --git a/plot_directive/api/operator/linop-2.pdf b/plot_directive/api/operator/linop-2.pdf
index a03a4411..4a2c68cd 100644
Binary files a/plot_directive/api/operator/linop-2.pdf and b/plot_directive/api/operator/linop-2.pdf differ
diff --git a/plot_directive/api/operator/linop-3.pdf b/plot_directive/api/operator/linop-3.pdf
index 461a27c0..30228954 100644
Binary files a/plot_directive/api/operator/linop-3.pdf and b/plot_directive/api/operator/linop-3.pdf differ
diff --git a/plot_directive/api/operator/linop-4.pdf b/plot_directive/api/operator/linop-4.pdf
index f91a1db0..88fb808a 100644
Binary files a/plot_directive/api/operator/linop-4.pdf and b/plot_directive/api/operator/linop-4.pdf differ
diff --git a/plot_directive/api/operator/linop-5.pdf b/plot_directive/api/operator/linop-5.pdf
index 492cbe2d..f33c8cbf 100644
Binary files a/plot_directive/api/operator/linop-5.pdf and b/plot_directive/api/operator/linop-5.pdf differ
diff --git a/plot_directive/api/operator/linop-6.pdf b/plot_directive/api/operator/linop-6.pdf
index bdabb6a1..0efb1226 100644
Binary files a/plot_directive/api/operator/linop-6.pdf and b/plot_directive/api/operator/linop-6.pdf differ
diff --git a/plot_directive/api/operator/linop-7_00.pdf b/plot_directive/api/operator/linop-7_00.pdf
index 6d28c956..91a1b159 100644
Binary files a/plot_directive/api/operator/linop-7_00.pdf and b/plot_directive/api/operator/linop-7_00.pdf differ
diff --git a/plot_directive/api/operator/linop-7_01.pdf b/plot_directive/api/operator/linop-7_01.pdf
index 4835b96a..85c3bbad 100644
Binary files a/plot_directive/api/operator/linop-7_01.pdf and b/plot_directive/api/operator/linop-7_01.pdf differ
diff --git a/plot_directive/api/operator/linop-7_02.pdf b/plot_directive/api/operator/linop-7_02.pdf
index 00d9e84e..33912070 100644
Binary files a/plot_directive/api/operator/linop-7_02.pdf and b/plot_directive/api/operator/linop-7_02.pdf differ
diff --git a/plot_directive/api/operator/linop-7_03.pdf b/plot_directive/api/operator/linop-7_03.pdf
index e9b6c91b..f3266c03 100644
Binary files a/plot_directive/api/operator/linop-7_03.pdf and b/plot_directive/api/operator/linop-7_03.pdf differ
diff --git a/plot_directive/api/operator/linop-8_00.pdf b/plot_directive/api/operator/linop-8_00.pdf
index cc214986..90a733e2 100644
Binary files a/plot_directive/api/operator/linop-8_00.pdf and b/plot_directive/api/operator/linop-8_00.pdf differ
diff --git a/plot_directive/api/operator/linop-8_01.pdf b/plot_directive/api/operator/linop-8_01.pdf
index b4639b3f..cf04345c 100644
Binary files a/plot_directive/api/operator/linop-8_01.pdf and b/plot_directive/api/operator/linop-8_01.pdf differ
diff --git a/plot_directive/api/operator/linop-9_00.pdf b/plot_directive/api/operator/linop-9_00.pdf
index 6150ddd4..564f71f4 100644
Binary files a/plot_directive/api/operator/linop-9_00.pdf and b/plot_directive/api/operator/linop-9_00.pdf differ
diff --git a/plot_directive/api/operator/linop-9_01.pdf b/plot_directive/api/operator/linop-9_01.pdf
index f1703704..77733e99 100644
Binary files a/plot_directive/api/operator/linop-9_01.pdf and b/plot_directive/api/operator/linop-9_01.pdf differ
diff --git a/plot_directive/api/operator/linop-9_02.pdf b/plot_directive/api/operator/linop-9_02.pdf
index 9865751f..064b59cf 100644
Binary files a/plot_directive/api/operator/linop-9_02.pdf and b/plot_directive/api/operator/linop-9_02.pdf differ
diff --git a/plot_directive/api/opt-solver-1.pdf b/plot_directive/api/opt-solver-1.pdf
index ec424f6e..b6d76d9d 100644
Binary files a/plot_directive/api/opt-solver-1.pdf and b/plot_directive/api/opt-solver-1.pdf differ
diff --git a/plot_directive/api/opt-solver-2.pdf b/plot_directive/api/opt-solver-2.pdf
index 3a254ce3..93b7dd28 100644
Binary files a/plot_directive/api/opt-solver-2.pdf and b/plot_directive/api/opt-solver-2.pdf differ
diff --git a/plot_directive/api/util-1.pdf b/plot_directive/api/util-1.pdf
index a8a22ee7..8f250b95 100644
Binary files a/plot_directive/api/util-1.pdf and b/plot_directive/api/util-1.pdf differ
diff --git a/plot_directive/api/util-2.pdf b/plot_directive/api/util-2.pdf
index 20423378..7decd137 100644
Binary files a/plot_directive/api/util-2.pdf and b/plot_directive/api/util-2.pdf differ