From 56d36433b4c308d57c834a741ad1b72d3a9ab7a0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jure=20=C5=A0orn?= <sornjure@gmail.com>
Date: Thu, 2 Jul 2020 11:11:01 +0200
Subject: [PATCH] Cython

---
 README.md  | 17 +++++++----------
 index.html | 22 ++++++++++------------
 2 files changed, 17 insertions(+), 22 deletions(-)

diff --git a/README.md b/README.md
index 018d04c..d1e0326 100644
--- a/README.md
+++ b/README.md
@@ -3428,8 +3428,15 @@ Cython
 
 ```python
 # $ pip3 install cython
+import pyximport; pyximport.install()
+import <cython_script>
+<cython_script>.main()
 ```
 
+### Definitions
+* **All `'cdef'` definitions are optional, but they contribute to the speed-up.**
+* **Script needs to be saved with a `'pyx'` extension.**
+
 ```python
 cdef <type> <var_name> = <el>
 cdef <type>[n_elements] <var_name> = [<el_1>, <el_2>, ...]
@@ -3446,16 +3453,6 @@ cdef class <class_name>:
 ```python
 cdef enum <enum_name>: <member_name_1>, <member_name_2>, ...
 ```
-* **All `'cdef'` definitions are optional, but they contribute to the speed-up.**
-* **Script needs to be saved with a `'pyx'` extension.**
-
-#### Running Cython code:
-```python
-#!/usr/bin/env python3
-import pyximport; pyximport.install()
-import <pyx_script_name>
-<pyx_script_name>.main()
-```
 
 
 Basic Script Template
diff --git a/index.html b/index.html
index d28a9b3..ac3aac6 100644
--- a/index.html
+++ b/index.html
@@ -2912,13 +2912,21 @@ plotly.express.line(df, x=<span class="hljs-string">'Date'</span>, y=<span class
 
 
 <div><h2 id="cython"><a href="#cython" name="cython">#</a>Cython</h2><p><strong>Library that compiles Python code into C.</strong></p><pre><code class="python language-python hljs"><span class="hljs-comment"># $ pip3 install cython</span>
+<span class="hljs-keyword">import</span> pyximport; pyximport.install()
+<span class="hljs-keyword">import</span> &lt;cython_script&gt;
+&lt;cython_script&gt;.main()
 </code></pre></div>
 
 
-<pre><code class="python language-python hljs">cdef &lt;type&gt; &lt;var_name&gt; = &lt;el&gt;
+<div><h3 id="definitions">Definitions</h3><ul>
+<li><strong>All <code class="python hljs"><span class="hljs-string">'cdef'</span></code> definitions are optional, but they contribute to the speed-up.</strong></li>
+<li><strong>Script needs to be saved with a <code class="python hljs"><span class="hljs-string">'pyx'</span></code> extension.</strong></li>
+</ul><pre><code class="python language-python hljs">cdef &lt;type&gt; &lt;var_name&gt; = &lt;el&gt;
 cdef &lt;type&gt;[n_elements] &lt;var_name&gt; = [&lt;el_1&gt;, &lt;el_2&gt;, ...]
 cdef &lt;type/void&gt; &lt;func_name&gt;(&lt;type&gt; &lt;arg_name_1&gt;, ...):
-</code></pre>
+</code></pre></div>
+
+
 <pre><code class="python language-python hljs">cdef <span class="hljs-class"><span class="hljs-keyword">class</span> &lt;<span class="hljs-title">class_name</span>&gt;:</span>
     cdef public &lt;type&gt; &lt;attr_name&gt;
     <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">__init__</span><span class="hljs-params">(self, &lt;type&gt; &lt;arg_name&gt;)</span>:</span>
@@ -2926,16 +2934,6 @@ cdef &lt;type/void&gt; &lt;func_name&gt;(&lt;type&gt; &lt;arg_name_1&gt;, ...):
 </code></pre>
 <pre><code class="python language-python hljs">cdef enum &lt;enum_name&gt;: &lt;member_name_1&gt;, &lt;member_name_2&gt;, ...
 </code></pre>
-<ul>
-<li><strong>All <code class="python hljs"><span class="hljs-string">'cdef'</span></code> definitions are optional, but they contribute to the speed-up.</strong></li>
-<li><strong>Script needs to be saved with a <code class="python hljs"><span class="hljs-string">'pyx'</span></code> extension.</strong></li>
-</ul>
-<div><h4 id="runningcythoncode">Running Cython code:</h4><pre><code class="python language-python hljs"><span class="hljs-comment">#!/usr/bin/env python3</span>
-<span class="hljs-keyword">import</span> pyximport; pyximport.install()
-<span class="hljs-keyword">import</span> &lt;pyx_script_name&gt;
-&lt;pyx_script_name&gt;.main()
-</code></pre></div>
-
 <div><h2 id="basicscripttemplate"><a href="#basicscripttemplate" name="basicscripttemplate">#</a>Basic Script Template</h2><pre><code class="python language-python hljs"><span class="hljs-comment">#!/usr/bin/env python3</span>
 <span class="hljs-comment">#</span>
 <span class="hljs-comment"># Usage: .py</span>