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diff --git a/...1a3aa67dd515ac298cd9084f19e7/sampler-1.py → ...3de47f5d056942bb5cceec88f033/sampler-1.py b/...1a3aa67dd515ac298cd9084f19e7/sampler-1.py → ...3de47f5d056942bb5cceec88f033/sampler-1.py
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diff --git a/...da1d23b5e307f30629d03f734efee/linop-5.pdf → ...83b84e67dd3bf3bfa9889ef5464d2/linop-5.pdf b/...da1d23b5e307f30629d03f734efee/linop-5.pdf → ...83b84e67dd3bf3bfa9889ef5464d2/linop-5.pdf
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diff --git a/...b11736655b971f1d3c774da9a97a8/linop-11.py → ...75dcc78d38d076dc2ecbd8c33f9ad/linop-11.py b/...b11736655b971f1d3c774da9a97a8/linop-11.py → ...75dcc78d38d076dc2ecbd8c33f9ad/linop-11.py
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diff --git a/...f5fcdc4692e01965845be4/linop-10.hires.png → ...0bdb8f37da0283f3a6d97e/linop-10.hires.png b/...f5fcdc4692e01965845be4/linop-10.hires.png → ...0bdb8f37da0283f3a6d97e/linop-10.hires.png
diff --git a/...dd023f6479d6e9482ead615/linop-2.hires.png → ...42551d9d3aff87c6527e5bc/linop-2.hires.png b/...dd023f6479d6e9482ead615/linop-2.hires.png → ...42551d9d3aff87c6527e5bc/linop-2.hires.png
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diff --git a/_modules/collections/abc.html b/_modules/collections/abc.html
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-    <link rel="stylesheet" type="text/css" href="../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/css/custom.css?v=14df3d68" />
 
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@@ -172,6 +172,13 @@
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                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../fair/index.html">
+                        Extending Pyxu
+                      </a>
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+
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@@ -318,6 +325,13 @@
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                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../fair/index.html">
+                        Extending Pyxu
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+
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diff --git a/_modules/index.html b/_modules/index.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
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                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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diff --git a/_modules/numbers.html b/_modules/numbers.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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diff --git a/_modules/pyxu/abc/arithmetic.html b/_modules/pyxu/abc/arithmetic.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 

diff --git a/_modules/pyxu/abc/operator.html b/_modules/pyxu/abc/operator.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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 </nav></div>
 

diff --git a/_modules/pyxu/abc/solver.html b/_modules/pyxu/abc/solver.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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 </nav></div>
 

diff --git a/_modules/pyxu/experimental/sampler/_sampler.html b/_modules/pyxu/experimental/sampler/_sampler.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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 </nav></div>
 

diff --git a/_modules/pyxu/experimental/sampler/statistics.html b/_modules/pyxu/experimental/sampler/statistics.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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diff --git a/_modules/pyxu/info/deps.html b/_modules/pyxu/info/deps.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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diff --git a/_modules/pyxu/info/ptype.html b/_modules/pyxu/info/ptype.html
@@ -37,7 +37,7 @@
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-    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/css/custom.css?v=14df3d68" />
 
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   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
@@ -172,6 +172,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
   </ul>
 </nav></div>
 
@@ -318,6 +325,13 @@
                       </a>
                     </li>
 
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../../fair/index.html">
+                        Extending Pyxu
+                      </a>
+                    </li>
+
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 </nav></div>