lars/FYS-STK4155
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

update of exercises week 43

Browse Source
This commit is contained in:
Morten Hjorth-Jensen
2023-10-25 09:40:54 +02:00
parent ba5f9ea365
commit 0abaf08d94
13 changed files with 1484 additions and 1188 deletions
Download Patch File Download Diff File Expand all files Collapse all files
doc/LectureNotes/_build/html/exercisesweek43.html
+7 -5
View File
@@ -750,12 +750,13 @@ inputs <span class="math notranslate nohighlight">\(x_1\)</span> and <span class
<p>and multiplying with <span class="math notranslate nohighlight">\(\boldsymbol{a}_h\)</span> gives the output</p>
<div class="math notranslate nohighlight">
\[\begin{split}
\boldsymbol{a}_o=\boldsymbol{w}_h^T\begin{bmatrix} 0 &amp; 0 \\
\boldsymbol{a}_o=\begin{bmatrix} 0 &amp; 0 \\
1 &amp; 0 \\
1 &amp; 0 \\
2 &amp; 1 \end{bmatrix}=\begin{bmatrix} 0 \\ 1 \\ 1 \\0\end{bmatrix},
2 &amp; 1 \end{bmatrix}\begin{bmatrix} 1 \\
-2\end{bmatrix}=\begin{bmatrix} 0 \\ 1 \\ 1 \\0\end{bmatrix},
\end{split}\]</div>
<p>the wanted result.</p>
<p>the wanted result. Pay attention to the dimensionalities as well.</p>
</div>
<div class="section" id="setting-up-the-neural-network">
<h2>Setting up the Neural Network<a class="headerlink" href="#setting-up-the-neural-network" title="Permalink to this headline"></a></h2>
@@ -8456,8 +8457,9 @@ case.</p>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Adam: Eta=0.0001, Lambda=0
[----------------------------------------] 0.000% | train_error: 11.3 | train_acc: 0.453 | val_error: 10.4 | val_acc: 0.497
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> [----------------------------------------] 0.000% | train_error: 11.3 | train_acc: 0.453 | val_error: 10.4 | val_acc: 0.497
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> [----------------------------------------] 0.1000% | train_error: 11.4 | train_acc: 0.448 | val_error: 10.4 | val_acc: 0.497