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doc/LectureNotes/_build/html/chapter1.html

@@ -343,6 +343,11 @@ const thebe_selector_output = ".output, .cell_output"
    Week 43: Deep Learning: Constructing a Neural Network code and solving differential equations
   </a>
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+ <li class="toctree-l1">
+  <a class="reference internal" href="exercisesweek43.html">
+   Exercises week 43
+  </a>
+ </li>
 </ul>
 <p aria-level="2" class="caption" role="heading">
  <span class="caption-text">
@@ -1076,11 +1081,11 @@ example of the functionality of <strong>Scikit-Learn</strong>.</p>
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 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>The intercept alpha: 
- [2.0412828]
+ [1.97438607]
 Coefficient beta : 
- [[4.99449129]]
-Mean squared error: 0.27
-Variance score: 0.89
+ [[5.01837528]]
+Mean squared error: 0.24
+Variance score: 0.91
 Mean squared log error: 0.01
 Mean absolute error: 0.41
 </pre></div>
@@ -1182,7 +1187,7 @@ a linear <span class="math notranslate nohighlight">\(x\)</span>-dependence we s
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 <img alt="_images/chapter1_33_0.png" src="_images/chapter1_33_0.png" />
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.004999999999999989
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.005000000000000009
 </pre></div>
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