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diff --git a/_downloads/b2643be9761ce6a5244d11d98408529f/linop-13.pdf b/_downloads/b2643be9761ce6a5244d11d98408529f/linop-13.pdf
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diff --git a/_images/sampler-1_00_00.png b/_images/sampler-1_00_00.png
diff --git a/_images/sampler-1_01_00.png b/_images/sampler-1_01_00.png
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-    <script src="../../_static/documentation_options.js?v=c0e92808"></script>
+    <script src="../../_static/documentation_options.js?v=89f91371"></script>
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@@ -179,6 +179,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
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 </nav></div>
 
@@ -199,7 +206,7 @@
         </div>
 
 
-        <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+        <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
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     aria-label="Icon Links">
@@ -332,6 +339,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
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 </nav></div>
 
@@ -341,7 +355,7 @@
 
       <div class="sidebar-header-items__end">
 
-          <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+          <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
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diff --git a/_modules/index.html b/_modules/index.html
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-    <script src="../_static/documentation_options.js?v=c0e92808"></script>
+    <script src="../_static/documentation_options.js?v=89f91371"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -179,6 +179,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -199,7 +206,7 @@
         </div>
 
 
-        <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+        <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
         <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
@@ -332,6 +339,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -341,7 +355,7 @@
 
       <div class="sidebar-header-items__end">
 
-          <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+          <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
           <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">

diff --git a/_modules/numbers.html b/_modules/numbers.html
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-    <script src="../_static/documentation_options.js?v=c0e92808"></script>
+    <script src="../_static/documentation_options.js?v=89f91371"></script>
     <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -179,6 +179,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -199,7 +206,7 @@
         </div>
 
 
-        <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+        <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
         <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
@@ -332,6 +339,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -341,7 +355,7 @@
 
       <div class="sidebar-header-items__end">
 
-          <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+          <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
           <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">

diff --git a/_modules/pyxu/abc/arithmetic.html b/_modules/pyxu/abc/arithmetic.html
@@ -43,7 +43,7 @@
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-    <script src="../../../_static/documentation_options.js?v=c0e92808"></script>
+    <script src="../../../_static/documentation_options.js?v=89f91371"></script>
     <script src="../../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -179,6 +179,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -199,7 +206,7 @@
         </div>
 
 
-        <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+        <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
         <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
@@ -332,6 +339,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -341,7 +355,7 @@
 
       <div class="sidebar-header-items__end">
 
-          <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+          <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
           <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">

diff --git a/_modules/pyxu/abc/operator.html b/_modules/pyxu/abc/operator.html
@@ -43,7 +43,7 @@
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-    <script src="../../../_static/documentation_options.js?v=c0e92808"></script>
+    <script src="../../../_static/documentation_options.js?v=89f91371"></script>
     <script src="../../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -179,6 +179,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -199,7 +206,7 @@
         </div>
 
 
-        <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+        <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
         <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
@@ -332,6 +339,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -341,7 +355,7 @@
 
       <div class="sidebar-header-items__end">
 
-          <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+          <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
           <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">

diff --git a/_modules/pyxu/abc/solver.html b/_modules/pyxu/abc/solver.html
@@ -43,7 +43,7 @@
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-    <script src="../../../_static/documentation_options.js?v=c0e92808"></script>
+    <script src="../../../_static/documentation_options.js?v=89f91371"></script>
     <script src="../../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -179,6 +179,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -199,7 +206,7 @@
         </div>
 
 
-        <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+        <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
         <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
@@ -332,6 +339,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -341,7 +355,7 @@
 
       <div class="sidebar-header-items__end">
 
-          <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+          <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
           <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">

diff --git a/_modules/pyxu/experimental/sampler/_sampler.html b/_modules/pyxu/experimental/sampler/_sampler.html
@@ -43,7 +43,7 @@
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-    <script src="../../../../_static/documentation_options.js?v=c0e92808"></script>
+    <script src="../../../../_static/documentation_options.js?v=89f91371"></script>
     <script src="../../../../_static/doctools.js?v=9a2dae69"></script>
     <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -179,6 +179,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -199,7 +206,7 @@
         </div>
 
 
-        <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+        <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
         <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
@@ -332,6 +339,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../migration_guide.html">
+                        Migrating from v1 to v2
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -341,7 +355,7 @@
 
       <div class="sidebar-header-items__end">
 
-          <div class="navbar-item"><strong> Pyxu v2.0b5 </strong></div>
+          <div class="navbar-item"><strong> Pyxu v2.0 </strong></div>
 
           <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">