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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-503f4bab
+b6c5994d
diff --git a/index.html b/index.html
@@ -2,13 +2,13 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.6.11">
+<meta name="generator" content="quarto-1.6.15">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 <meta name="author" content="Jane Doe">
 <meta name="author" content="John Doe">
-<meta name="dcterms.date" content="2024-09-22">
+<meta name="dcterms.date" content="2024-09-29">
 <meta name="keywords" content="key1, key2, key3">
 <meta name="description" content="This document provides a template based on the quarto system for contributions to Computo, using the quarto journal extension, the Jupyter kernel (Python user) and venv+pip to set-up the dependencies.">
 
@@ -88,10 +88,10 @@
 <script src="template-computo-python_files/libs/quarto-html/tippy.umd.min.js"></script>
 <script src="template-computo-python_files/libs/quarto-html/anchor.min.js"></script>
 <link href="template-computo-python_files/libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="template-computo-python_files/libs/quarto-html/quarto-syntax-highlighting-3d3a3f531f1be4526fdd4068b34a2ee6.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="template-computo-python_files/libs/quarto-html/quarto-syntax-highlighting-6f7931aacaeb22aa467d6667c6f1725d.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="template-computo-python_files/libs/bootstrap/bootstrap.min.js"></script>
 <link href="template-computo-python_files/libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="template-computo-python_files/libs/bootstrap/bootstrap-084f6fe58411471778637caad43228b8.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="template-computo-python_files/libs/bootstrap/bootstrap-b5255278e755812c7170897e31def730.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <style>
 
       .quarto-title-block .quarto-title-banner h1,
@@ -210,14 +210,14 @@
       <div>
       <div class="quarto-title-meta-heading">Published</div>
       <div class="quarto-title-meta-contents">
-        <p class="date">September 22, 2024</p>
+        <p class="date">September 29, 2024</p>
       </div>
     </div>
 
       <div>
       <div class="quarto-title-meta-heading">Modified</div>
       <div class="quarto-title-meta-contents">
-        <p class="date-modified">September 22, 2024</p>
+        <p class="date-modified">September 29, 2024</p>
       </div>
     </div>
 
@@ -398,16 +398,16 @@ <h2 data-number="2.3" class="anchored" data-anchor-id="python-code"><span class=
 <span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a><span class="fu">jupyter</span><span class="kw">:</span><span class="at"> python3</span></span>
 <span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a><span class="pp">---</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <p><code>python</code> code chunks may be embedded as follows:</p>
-<div id="27cc2e93" class="cell" data-execution_count="1">
+<div id="d3734b3a" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Hide/Show the code</summary>
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
 <span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>x <span class="op">=</span> np.random.normal(<span class="dv">0</span>, <span class="dv">1</span>, <span class="dv">10</span>)</span>
 <span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>x</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
 <div class="cell-output cell-output-display" data-execution_count="1">
-<pre><code>array([ 0.36541141,  0.5895804 , -1.84567818, -1.17622795, -0.6452191 ,
-        1.32788963,  0.79706186,  1.22945172,  0.36593572,  1.42921854])</code></pre>
+<pre><code>array([-1.0203013 ,  0.03136964,  1.55045159,  0.26220669,  0.51628382,
+       -0.50229665,  1.16653555,  0.14418388, -0.59253084,  0.79161246])</code></pre>
 </div>
 </div>
 </section>
@@ -460,26 +460,26 @@ <h2 data-number="2.5" class="anchored" data-anchor-id="tables"><span class="head
 Table&nbsp;1: my table caption
 </figcaption>
 <div aria-describedby="tbl-mylabel-caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
-<table class="caption-top table">
+<table class="caption-top">
 <thead>
-<tr class="header">
+<tr>
 <th>Tables</th>
 <th style="text-align: center;">Are</th>
 <th style="text-align: right;">Cool</th>
 </tr>
 </thead>
 <tbody>
-<tr class="odd">
+<tr>
 <td>col 1 is</td>
 <td style="text-align: center;">left-aligned</td>
 <td style="text-align: right;">$1600</td>
 </tr>
-<tr class="even">
+<tr>
 <td>col 2 is</td>
 <td style="text-align: center;">centered</td>
 <td style="text-align: right;">$12</td>
 </tr>
-<tr class="odd">
+<tr>
 <td>col 3 is</td>
 <td style="text-align: center;">right-aligned</td>
 <td style="text-align: right;">$1</td>
@@ -628,7 +628,7 @@ <h1 class="unnumbered">References</h1>
   publisher = {Société Française de Statistique},
   title = {Template for Contribution to {Computo}},
   journal = {Computo},
-  date = {2024-09-22},
+  date = {2024-09-29},
   url = {https://computo.sfds.asso.fr/template-computo-quarto},
   doi = {xxxx},
   issn = {2824-7795},

diff --git a/template-computo-python.html b/template-computo-python.html
@@ -2,13 +2,13 @@
 <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
 
 <meta charset="utf-8">
-<meta name="generator" content="quarto-1.6.11">
+<meta name="generator" content="quarto-1.6.15">
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 <meta name="author" content="Jane Doe">
 <meta name="author" content="John Doe">
-<meta name="dcterms.date" content="2024-09-22">
+<meta name="dcterms.date" content="2024-09-29">
 <meta name="keywords" content="key1, key2, key3">
 <meta name="description" content="This document provides a template based on the quarto system for contributions to Computo, using the quarto journal extension, the Jupyter kernel (Python user) and venv+pip to set-up the dependencies.">
 
@@ -88,10 +88,10 @@
 <script src="template-computo-python_files/libs/quarto-html/tippy.umd.min.js"></script>
 <script src="template-computo-python_files/libs/quarto-html/anchor.min.js"></script>
 <link href="template-computo-python_files/libs/quarto-html/tippy.css" rel="stylesheet">
-<link href="template-computo-python_files/libs/quarto-html/quarto-syntax-highlighting-3d3a3f531f1be4526fdd4068b34a2ee6.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<link href="template-computo-python_files/libs/quarto-html/quarto-syntax-highlighting-6f7931aacaeb22aa467d6667c6f1725d.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="template-computo-python_files/libs/bootstrap/bootstrap.min.js"></script>
 <link href="template-computo-python_files/libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="template-computo-python_files/libs/bootstrap/bootstrap-084f6fe58411471778637caad43228b8.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="template-computo-python_files/libs/bootstrap/bootstrap-b5255278e755812c7170897e31def730.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <style>
 
       .quarto-title-block .quarto-title-banner h1,
@@ -210,14 +210,14 @@
       <div>
       <div class="quarto-title-meta-heading">Published</div>
       <div class="quarto-title-meta-contents">
-        <p class="date">September 22, 2024</p>
+        <p class="date">September 29, 2024</p>
       </div>
     </div>
 
       <div>
       <div class="quarto-title-meta-heading">Modified</div>
       <div class="quarto-title-meta-contents">
-        <p class="date-modified">September 22, 2024</p>
+        <p class="date-modified">September 29, 2024</p>
       </div>
     </div>
 
@@ -398,16 +398,16 @@ <h2 data-number="2.3" class="anchored" data-anchor-id="python-code"><span class=
 <span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a><span class="fu">jupyter</span><span class="kw">:</span><span class="at"> python3</span></span>
 <span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a><span class="pp">---</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <p><code>python</code> code chunks may be embedded as follows:</p>
-<div id="27cc2e93" class="cell" data-execution_count="1">
+<div id="d3734b3a" class="cell" data-execution_count="1">
 <details class="code-fold">
 <summary>Hide/Show the code</summary>
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
 <span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>x <span class="op">=</span> np.random.normal(<span class="dv">0</span>, <span class="dv">1</span>, <span class="dv">10</span>)</span>
 <span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>x</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
 <div class="cell-output cell-output-display" data-execution_count="1">
-<pre><code>array([ 0.36541141,  0.5895804 , -1.84567818, -1.17622795, -0.6452191 ,
-        1.32788963,  0.79706186,  1.22945172,  0.36593572,  1.42921854])</code></pre>
+<pre><code>array([-1.0203013 ,  0.03136964,  1.55045159,  0.26220669,  0.51628382,
+       -0.50229665,  1.16653555,  0.14418388, -0.59253084,  0.79161246])</code></pre>
 </div>
 </div>
 </section>
@@ -460,26 +460,26 @@ <h2 data-number="2.5" class="anchored" data-anchor-id="tables"><span class="head
 Table&nbsp;1: my table caption
 </figcaption>
 <div aria-describedby="tbl-mylabel-caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
-<table class="caption-top table">
+<table class="caption-top">
 <thead>
-<tr class="header">
+<tr>
 <th>Tables</th>
 <th style="text-align: center;">Are</th>
 <th style="text-align: right;">Cool</th>
 </tr>
 </thead>
 <tbody>
-<tr class="odd">
+<tr>
 <td>col 1 is</td>
 <td style="text-align: center;">left-aligned</td>
 <td style="text-align: right;">$1600</td>
 </tr>
-<tr class="even">
+<tr>
 <td>col 2 is</td>
 <td style="text-align: center;">centered</td>
 <td style="text-align: right;">$12</td>
 </tr>
-<tr class="odd">
+<tr>
 <td>col 3 is</td>
 <td style="text-align: center;">right-aligned</td>
 <td style="text-align: right;">$1</td>
@@ -628,7 +628,7 @@ <h1 class="unnumbered">References</h1>
   publisher = {Société Française de Statistique},
   title = {Template for Contribution to {Computo}},
   journal = {Computo},
-  date = {2024-09-22},
+  date = {2024-09-29},
   url = {https://computo.sfds.asso.fr/template-computo-quarto},
   doi = {xxxx},
   issn = {2824-7795},

diff --git a/template-computo-python.pdf b/template-computo-python.pdf