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diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/index.doctree b/.doctrees/index.doctree
diff --git a/.doctrees/info.doctree b/.doctrees/info.doctree
diff --git a/_modules/index.html b/_modules/index.html
@@ -48,12 +48,13 @@
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 <ul>
-<li class="toctree-l1"><a class="reference internal" href="../info.html">Motivation</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../info.html#problem-details">Problem details</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../info.html#contributors">👥 Contributors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../info.html#useful-links">🔗 Useful links</a></li>
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diff --git a/_modules/relaxit/distributions/GaussianRelaxedBernoulli.html b/_modules/relaxit/distributions/GaussianRelaxedBernoulli.html
@@ -48,12 +48,13 @@
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-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">Problem details</a></li>
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-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#contributors">👥 Contributors</a></li>
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diff --git a/_modules/relaxit/distributions/HardConcrete.html b/_modules/relaxit/distributions/HardConcrete.html
@@ -48,12 +48,13 @@
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-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">Problem details</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#contributors">Contributors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#contributors">👥 Contributors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#useful-links">🔗 Useful links</a></li>
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diff --git a/_modules/relaxit/distributions/StraightThroughBernoulli.html b/_modules/relaxit/distributions/StraightThroughBernoulli.html
@@ -48,12 +48,13 @@
         </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
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-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">Problem details</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#contributors">Contributors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#contributors">👥 Contributors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#useful-links">🔗 Useful links</a></li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Get Started:</span></p>
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diff --git a/_modules/torch/distributions/constraints.html b/_modules/torch/distributions/constraints.html
@@ -48,12 +48,13 @@
         </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
               <p class="caption" role="heading"><span class="caption-text">Main Info:</span></p>
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-<li class="toctree-l1"><a class="reference internal" href="../../../info.html">Motivation</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">Problem details</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#contributors">Contributors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="../../../info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#contributors">👥 Contributors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../../info.html#useful-links">🔗 Useful links</a></li>
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 <p class="caption" role="heading"><span class="caption-text">Get Started:</span></p>
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diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
@@ -7,12 +7,13 @@ Just Relax It
 Discrete variables relaxation
 =======================
 
-.. image:: https://raw.githubusercontent.com/intsystems/discrete-variables-relaxation/main/assets/logo.svg
-   :width: 200px
-   :align: center
+.. container::
 
-   Just Relax It
-   Discrete variables relaxation
+   ::
+
+      <img src="../../assets/logo.svg" width="200px" />
+      <h1> Just Relax It </h1>
+      Discrete variables relaxation
 
 .. toctree::
    :maxdepth: 1

diff --git a/genindex.html b/genindex.html
@@ -48,12 +48,13 @@
         </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
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-<li class="toctree-l1"><a class="reference internal" href="info.html">Motivation</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#problem-details">Problem details</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#contributors">Contributors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#contributors">👥 Contributors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#useful-links">🔗 Useful links</a></li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Get Started:</span></p>
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diff --git a/index.html b/index.html
@@ -23,7 +23,7 @@
     <script src="_static/js/theme.js"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Motivation" href="info.html" /> 
+    <link rel="next" title="📬 Assets" href="info.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -50,12 +50,13 @@
         </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
               <p class="caption" role="heading"><span class="caption-text">Main Info:</span></p>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="info.html">Motivation</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#problem-details">Problem details</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#contributors">Contributors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#contributors">👥 Contributors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#useful-links">🔗 Useful links</a></li>
 </ul>
 <p class="caption" role="heading"><span class="caption-text">Get Started:</span></p>
 <ul>
@@ -93,15 +94,23 @@
   <p>Just Relax It
 Discrete variables relaxation
 =======================</p>
+<div class="docutils container">
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">img</span> <span class="n">src</span><span class="o">=</span><span class="s2">&quot;../../assets/logo.svg&quot;</span> <span class="n">width</span><span class="o">=</span><span class="s2">&quot;200px&quot;</span> <span class="o">/&gt;</span>
+<span class="o">&lt;</span><span class="n">h1</span><span class="o">&gt;</span> <span class="n">Just</span> <span class="n">Relax</span> <span class="n">It</span> <span class="o">&lt;/</span><span class="n">h1</span><span class="o">&gt;</span>
+<span class="n">Discrete</span> <span class="n">variables</span> <span class="n">relaxation</span>
+</pre></div>
+</div>
+</div>
 <div class="toctree-wrapper compound">
 <p class="caption" role="heading"><span class="caption-text">Main Info:</span></p>
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="info.html">Motivation</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#algorithms-to-implement-from-simplest-to-hardest">Algorithms to implement (from simplest to hardest)</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#recommended-stack">Recommended stack</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#problem-details">Problem details</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#contributors">Contributors</a></li>
-<li class="toctree-l1"><a class="reference internal" href="info.html#useful-links">Useful links</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html">📬 Assets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#motivation">💡 Motivation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#algorithms-to-implement-from-simplest-to-hardest">🗃 Algorithms to implement (from simplest to hardest)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#recommended-stack">📚 Recommended stack</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#problem-details">🧩 Problem details</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#contributors">👥 Contributors</a></li>
+<li class="toctree-l1"><a class="reference internal" href="info.html#useful-links">🔗 Useful links</a></li>
 </ul>
 </div>
 <div class="toctree-wrapper compound">
@@ -129,7 +138,7 @@ <h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Pe
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
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+        <a href="info.html" class="btn btn-neutral float-right" title="📬 Assets" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
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