update

2022-10-04 17:50:07 +02:00
parent ca80391647
commit e48ba29bba
225 changed files with 6376 additions and 4975 deletions
@@ -7,8 +7,8 @@
    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
    <title>Applied Data Analysis and Machine Learning &#8212; Applied Data Analysis and Machine Learning</title>
    
-  <link href="_static/css/theme.css" rel="stylesheet" />
-  <link href="_static/css/index.c5995385ac14fb8791e8eb36b4908be2.css" rel="stylesheet" />
+  <link href="_static/css/theme.css" rel="stylesheet">
+  <link href="_static/css/index.ff1ffe594081f20da1ef19478df9384b.css" rel="stylesheet">

    
  <link rel="stylesheet"
@@ -31,17 +31,20 @@
    <link rel="stylesheet" type="text/css" href="_static/panels-main.c949a650a448cc0ae9fd3441c0e17fb0.css" />
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-  <link rel="preload" as="script" href="_static/js/index.1c5a1a01449ed65a7b51.js">
+  <link rel="preload" as="script" href="_static/js/index.be7d3bbb2ef33a8344ce.js">

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+    <script>let toggleHintShow = 'Click to show';</script>
+    <script>let toggleHintHide = 'Click to hide';</script>
+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="_static/togglebutton.js"></script>
    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown, .tag_hide_input div.cell_input, .tag_hide-input div.cell_input, .tag_hide_output div.cell_output, .tag_hide-output div.cell_output, .tag_hide_cell.cell, .tag_hide-cell.cell';</script>
-    <script src="_static/sphinx-book-theme.12a9622fbb08dcb3a2a40b2c02b83a57.js"></script>
+    <script src="_static/sphinx-book-theme.d59cb220de22ca1c485ebbdc042f0030.js"></script>
    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"
 const thebe_selector = ".thebe,.cell"
 const thebe_selector_input = "pre"
@@ -52,7 +55,10 @@ const thebe_selector_output = ".output, .cell_output"
    <link rel="search" title="Search" href="search.html" />
    <link rel="next" title="Teaching schedule with links to material" href="schedule.html" />
    <meta name="viewport" content="width=device-width, initial-scale=1" />
-    <meta name="docsearch:language" content="en" />
+    <meta name="docsearch:language" content="None">
+    
+
+    <!-- Google Analytics -->
    
  </head>
  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="80">
@@ -91,7 +97,7 @@ const thebe_selector_output = ".output, .cell_output"
  </a>
 </li>
 </ul>
-<p class="caption" role="heading">
+<p aria-level="2" class="caption" role="heading">
 <span class="caption-text">
  About the course
 </span>
@@ -113,7 +119,7 @@ const thebe_selector_output = ".output, .cell_output"
  </a>
 </li>
 </ul>
-<p class="caption" role="heading">
+<p aria-level="2" class="caption" role="heading">
 <span class="caption-text">
  Review of Statistics with Resampling Techniques and Linear Algebra
 </span>
@@ -130,7 +136,7 @@ const thebe_selector_output = ".output, .cell_output"
  </a>
 </li>
 </ul>
-<p class="caption" role="heading">
+<p aria-level="2" class="caption" role="heading">
 <span class="caption-text">
  From Regression to Support Vector Machines
 </span>
@@ -167,7 +173,7 @@ const thebe_selector_output = ".output, .cell_output"
  </a>
 </li>
 </ul>
-<p class="caption" role="heading">
+<p aria-level="2" class="caption" role="heading">
 <span class="caption-text">
  Decision Trees, Ensemble Methods and Boosting
 </span>
@@ -184,7 +190,7 @@ const thebe_selector_output = ".output, .cell_output"
  </a>
 </li>
 </ul>
-<p class="caption" role="heading">
+<p aria-level="2" class="caption" role="heading">
 <span class="caption-text">
  Dimensionality Reduction
 </span>
@@ -201,7 +207,7 @@ const thebe_selector_output = ".output, .cell_output"
  </a>
 </li>
 </ul>
-<p class="caption" role="heading">
+<p aria-level="2" class="caption" role="heading">
 <span class="caption-text">
  Deep Learning Methods
 </span>
@@ -278,7 +284,7 @@ const thebe_selector_output = ".output, .cell_output"
                data-placement="left">.md</button></a>
        <!-- Download PDF via print -->
        <button type="button" id="download-print" class="btn btn-secondary topbarbtn" title="Print to PDF"
-            onClick="window.print()" data-toggle="tooltip" data-placement="left">.pdf</button>
+                onclick="printPdf(this)" data-toggle="tooltip" data-placement="left">.pdf</button>
    </div>
 </div>

@@ -296,7 +302,7 @@ const thebe_selector_output = ".output, .cell_output"
        </div>

        <!-- Table of contents -->
-        <div class="d-none d-md-block col-md-2 bd-toc show">
+        <div class="d-none d-md-block col-md-2 bd-toc show noprint">
            
            <div class="tocsection onthispage pt-5 pb-3">
                <i class="fas fa-list"></i> Contents
@@ -360,7 +366,74 @@ const thebe_selector_output = ".output, .cell_output"
 </div>
    <div id="main-content" class="row">
        <div class="col-12 col-md-9 pl-md-3 pr-md-0">
-        
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Applied Data Analysis and Machine Learning</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#introduction">
+   Introduction
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#learning-outcomes">
+   Learning outcomes
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#prerequisites-and-background">
+   Prerequisites and background
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#the-course-has-two-central-parts">
+   The course has two central parts
+  </a>
+  <ul class="nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#statistical-analysis-and-optimization-of-data">
+     Statistical analysis and optimization of data
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#machine-learning">
+     Machine learning
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#required-technologies">
+   Required Technologies
+  </a>
+  <ul class="nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#python-installers">
+     Python installers
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#useful-python-libraries">
+     Useful Python libraries
+    </a>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            
              <div>
                
  <div class="tex2jax_ignore mathjax_ignore section" id="applied-data-analysis-and-machine-learning">
@@ -541,45 +614,35 @@ It provides composable transformations of Python+NumPy programs: differentiate,

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+        <p class="prev-next-title">Teaching schedule with links to material</p>
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