update book

Author: mhjensen

doc/LectureNotes/_build/.doctrees/environment.pickle

@@ -236,6 +236,7 @@
 <li class="toctree-l1"><a class="reference internal" href="exercisesweek39.html">Exercises week 39</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week39.html">Week 39: Resampling methods and logistic regression</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week40.html">Week 40: Gradient descent methods (continued) and start Neural networks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="week41.html">Week 41 Neural networks and constructing a neural network code</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
 <ul class="nav bd-sidenav">

doc/LectureNotes/_build/.doctrees/intro.doctree

@@ -236,6 +236,7 @@
 <li class="toctree-l1"><a class="reference internal" href="exercisesweek39.html">Exercises week 39</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week39.html">Week 39: Resampling methods and logistic regression</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week40.html">Week 40: Gradient descent methods (continued) and start Neural networks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="week41.html">Week 41 Neural networks and constructing a neural network code</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
 <ul class="nav bd-sidenav">

doc/LectureNotes/_build/.doctrees/week41.doctree

@@ -236,6 +236,7 @@
 <li class="toctree-l1"><a class="reference internal" href="exercisesweek39.html">Exercises week 39</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week39.html">Week 39: Resampling methods and logistic regression</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week40.html">Week 40: Gradient descent methods (continued) and start Neural networks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="week41.html">Week 41 Neural networks and constructing a neural network code</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
 <ul class="nav bd-sidenav">

doc/LectureNotes/_build/html/_sources/week41.ipynb

@@ -236,6 +236,7 @@
 <li class="toctree-l1"><a class="reference internal" href="exercisesweek39.html">Exercises week 39</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week39.html">Week 39: Resampling methods and logistic regression</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week40.html">Week 40: Gradient descent methods (continued) and start Neural networks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="week41.html">Week 41 Neural networks and constructing a neural network code</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
 <ul class="nav bd-sidenav">

doc/LectureNotes/_build/html/chapter1.html

@@ -236,6 +236,7 @@
 <li class="toctree-l1"><a class="reference internal" href="exercisesweek39.html">Exercises week 39</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week39.html">Week 39: Resampling methods and logistic regression</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week40.html">Week 40: Gradient descent methods (continued) and start Neural networks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="week41.html">Week 41 Neural networks and constructing a neural network code</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
 <ul class="nav bd-sidenav">

doc/LectureNotes/_build/html/chapter10.html

@@ -236,6 +236,7 @@
 <li class="toctree-l1"><a class="reference internal" href="exercisesweek39.html">Exercises week 39</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week39.html">Week 39: Resampling methods and logistic regression</a></li>
 <li class="toctree-l1"><a class="reference internal" href="week40.html">Week 40: Gradient descent methods (continued) and start Neural networks</a></li>
+<li class="toctree-l1"><a class="reference internal" href="week41.html">Week 41 Neural networks and constructing a neural network code</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
 <ul class="nav bd-sidenav">