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diff --git a/.DS_Store b/.DS_Store
diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: c103deb23adf1444763cd7ba6750d796
+config: d9fe479227b2f92ebda0f3849be673b6
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/01_Introduction.html b/01_Introduction.html
@@ -35,16 +35,18 @@
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css" />
     <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css" />
-    <link rel="stylesheet" type="text/css" href="_static/sphinx-design.4cbf315f70debaebd550c87a6162cf0f.min.css" />
+    <link rel="stylesheet" type="text/css" href="_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
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     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+    <script src="_static/jquery.js"></script>
+    <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
-    <script src="_static/sphinx_highlight.js"></script>
     <script src="_static/clipboard.min.js"></script>
     <script src="_static/copybutton.js"></script>
     <script src="_static/scripts/sphinx-book-theme.js"></script>
@@ -738,9 +740,10 @@ <h2>Print function<a class="headerlink" href="#print-function" title="Permalink
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>weight 3 g
-volume         4 cc
-density    0.750 g/cc
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span>  <span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">19</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+    <span class="nb">print</span><span class="p">(</span><span class="sa">F</span><span class="s1">&#39;weight </span><span class="si">{</span><span class="n">a</span><span class="si">}</span><span class="s1"> g</span><span class="se">\n</span><span class="si">{</span><span class="s1">&#39;volume&#39;</span><span class="si">:</span><span class="s1">10</span><span class="si">}{</span><span class="n">b</span><span class="si">:</span><span class="s1">6d</span><span class="si">}</span><span class="s1"> cc</span><span class="se">\n</span><span class="si">{</span><span class="s1">&#39;density&#39;</span><span class="si">:</span><span class="s1">10</span><span class="si">}{</span><span class="n">a</span><span class="o">/</span><span class="n">b</span><span class="si">:</span><span class="s1">6.3f</span><span class="si">}</span><span class="s1"> g/cc&#39;</span><span class="p">)</span>
+                            <span class="o">^</span>
+<span class="ne">SyntaxError</span>: f-string: expecting &#39;}&#39;
 </pre></div>
 </div>
 </div>
@@ -756,11 +759,6 @@ <h2>Lists<a class="headerlink" href="#lists" title="Permalink to this heading">#
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[1, 2, 3, 4]
-</pre></div>
-</div>
-</div>
 </div>
 <p>An item can be referenced by [ ], with index starting from 0.</p>
 <div class="cell docutils container">
@@ -769,23 +767,13 @@ <h2>Lists<a class="headerlink" href="#lists" title="Permalink to this heading">#
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2
-</pre></div>
-</div>
-</div>
 </div>
 <div class="cell docutils container">
 <div class="cell_input docutils container">
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">b</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>  <span class="c1"># last item</span>
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>4
-</pre></div>
-</div>
-</div>
 </div>
 <p>A colon can be used for indexing a part of list.</p>
 <div class="cell docutils container">
@@ -794,59 +782,34 @@ <h2>Lists<a class="headerlink" href="#lists" title="Permalink to this heading">#
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[2, 3]
-</pre></div>
-</div>
-</div>
 </div>
 <div class="cell docutils container">
 <div class="cell_input docutils container">
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">b</span><span class="p">[:</span><span class="mi">3</span><span class="p">]</span>  <span class="c1"># first to third</span>
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[1, 2, 3]
-</pre></div>
-</div>
-</div>
 </div>
 <div class="cell docutils container">
 <div class="cell_input docutils container">
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">b</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>  <span class="c1"># 2nd to last</span>
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[2, 3, 4]
-</pre></div>
-</div>
-</div>
 </div>
 <div class="cell docutils container">
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 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">b</span><span class="p">[</span><span class="mi">1</span><span class="p">::</span><span class="mi">2</span><span class="p">]</span>  <span class="c1"># from 1st, step by 2</span>
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[2, 4]
-</pre></div>
-</div>
-</div>
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 <div class="cell docutils container">
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 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">b</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>  <span class="c1"># all in reverse order</span>
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[4, 3, 2, 1]
-</pre></div>
-</div>
-</div>
 </div>
 <p>For lists, + means concatenation</p>
 <div class="cell docutils container">
@@ -855,11 +818,6 @@ <h2>Lists<a class="headerlink" href="#lists" title="Permalink to this heading">#
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[1, 2, 3, 4, 1, 2, 3, 4]
-</pre></div>
-</div>
-</div>
 </div>
 <p>You can create a nested list, like a matrix</p>
 <div class="cell docutils container">
@@ -869,11 +827,6 @@ <h2>Lists<a class="headerlink" href="#lists" title="Permalink to this heading">#
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[1, 2, 3], [4, 5, 6]]
-</pre></div>
-</div>
-</div>
 </div>
 <p>An item in a nested list can be picked by [ ][ ], but not [ , ]</p>
 <div class="cell docutils container">
@@ -882,40 +835,20 @@ <h2>Lists<a class="headerlink" href="#lists" title="Permalink to this heading">#
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[4, 5, 6]
-</pre></div>
-</div>
-</div>
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 <div class="cell docutils container">
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 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">A</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">2</span><span class="p">]</span>
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>6
-</pre></div>
-</div>
-</div>
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 <div class="cell_input docutils container">
 <div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">A</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">]</span>  <span class="c1"># this causes an error for a list</span>
 </pre></div>
 </div>
 </div>
-<div class="cell_output docutils container">
-<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
-<span class="ne">TypeError</span><span class="g g-Whitespace">                                 </span>Traceback (most recent call last)
-<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">32</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
-<span class="ne">----&gt; </span><span class="mi">1</span> <span class="n">A</span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">]</span>
-
-<span class="ne">TypeError</span>: list indices must be integers or slices, not tuple
-</pre></div>
-</div>
-</div>
 </div>
 <p>A list can contain different types of items with different lengths.</p>
 <div class="cell docutils container">

diff --git a/01_Introduction_Ex.html b/01_Introduction_Ex.html
@@ -35,16 +35,18 @@
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css" />
     <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css" />
-    <link rel="stylesheet" type="text/css" href="_static/sphinx-design.4cbf315f70debaebd550c87a6162cf0f.min.css" />
+    <link rel="stylesheet" type="text/css" href="_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
   <script src="_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
 
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+    <script src="_static/jquery.js"></script>
+    <script src="_static/underscore.js"></script>
+    <script src="_static/_sphinx_javascript_frameworks_compat.js"></script>
     <script src="_static/doctools.js"></script>
-    <script src="_static/sphinx_highlight.js"></script>
     <script src="_static/clipboard.min.js"></script>
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