updated lecturenotes

doc/LectureNotes/_build/html/exercisesweek41.html

@@ -62,7 +62,7 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'exercisesweek41';</script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Exercises week 42" href="exercisesweek42.html" />
+    <link rel="next" title="Week 42 Constructing a Neural Network code with examples" href="week42.html" />
     <link rel="prev" title="Week 41 Neural networks and constructing a neural network code" href="week41.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
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@@ -246,6 +246,7 @@
 
 
 
+<li class="toctree-l1"><a class="reference internal" href="week42.html">Week 42 Constructing a Neural Network code with examples</a></li>
 <li class="toctree-l1"><a class="reference internal" href="exercisesweek42.html">Exercises week 42</a></li>
 
 
@@ -260,6 +261,7 @@
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">Projects</span></p>
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="project1.html">Project 1 on Machine Learning, deadline October 6 (midnight), 2025</a></li>
+<li class="toctree-l1"><a class="reference internal" href="project2.html">Project 2 on Machine Learning, deadline November 10 (Midnight)</a></li>
 </ul>
 
     </div>
@@ -875,11 +877,11 @@ doconce format html exercisesweek41.do.txt  -->
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     </a>
     <a class="right-next"
-       href="exercisesweek42.html"
+       href="week42.html"
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         <p class="prev-next-subtitle">next</p>
-        <p class="prev-next-title">Exercises week 42</p>
+        <p class="prev-next-title">Week 42 Constructing a Neural Network code with examples</p>
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