update lecture notes
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@@ -348,6 +348,11 @@ const thebe_selector_output = ".output, .cell_output"
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Exercises week 43
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</a>
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<li class="toctree-l1">
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<a class="reference internal" href="week44.html">
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Week 44, Convolutional Neural Networks (CNN)
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</a>
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</li>
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</ul>
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<p aria-level="2" class="caption" role="heading">
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<span class="caption-text">
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@@ -1728,8 +1733,8 @@ developed in the 1970s, namely EISPACK and LINPACK. We describe them shortly he
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</div>
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<div class="cell_output docutils container">
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[-0.44898476 0.65543958 -0.19009894 -1.54003127 0.54908576 1.22268225
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0.85101172 -0.07094607 0.31613828 2.01311197]
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[-0.23735423 -0.34348527 -0.45751302 -0.40762065 0.81063784 -1.91668429
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0.84661055 0.10685672 -0.72237094 0.95928891]
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</pre></div>
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</div>
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</div>
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@@ -1954,26 +1959,26 @@ lowercase letters for vectors and uppercase letters for matrices)</p>
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</div>
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</div>
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<div class="cell_output docutils container">
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[0.07297544 0.1366929 0.25398681 0.35559575 0.59290535 0.27121997
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0.13195623 0.10766611 0.92510128 0.09590878]
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[0.49781325 0.85327004 0.44122101 0.54419365 0.27783579 0.75720786
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0.59926703 0.31297469 0.46106755 0.95745534]
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[0.92393165 0.11004595 0.47187607 0.67191313 0.66545999 0.05772472
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0.82838817 0.45380039 0.95432881 0.5961356 ]
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[0.31723049 0.28868604 0.85458026 0.47874964 0.98191653 0.82894855
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0.78875722 0.15102593 0.82009906 0.65700779]
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[0.65533829 0.16452848 0.99858871 0.98654578 0.29760523 0.49945378
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0.01910339 0.58642686 0.67898825 0.25439747]
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[0.36573968 0.77838912 0.28065817 0.93388517 0.91321225 0.73880347
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0.48253511 0.51439255 0.72062943 0.69400286]
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[0.43445446 0.39467981 0.97900469 0.85944866 0.73824262 0.88071254
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0.11731667 0.9080271 0.71921281 0.90150448]
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[0.33085218 0.56245497 0.21046538 0.11038556 0.85669407 0.10200001
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0.47302573 0.00922097 0.36991768 0.65854722]
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[0.89515649 0.78939263 0.25828869 0.86260982 0.74693983 0.04328411
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0.01427038 0.14780956 0.07962663 0.39707815]
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[0.18461559 0.69297058 0.68332496 0.79758524 0.22346703 0.48744228
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0.50987248 0.04777426 0.15961465 0.20041381]]
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[0.32314762 0.18808732 0.73055654 0.39680105 0.02304094 0.25217356
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0.129859 0.64795609 0.64050858 0.41326961]
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[0.11763276 0.49589995 0.61608406 0.942561 0.42563188 0.26590047
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0.36366153 0.0110055 0.80283501 0.57112844]
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[0.17037235 0.25878575 0.66933663 0.4648587 0.32102563 0.28258385
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0.88952612 0.32433563 0.20378128 0.07772209]
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[0.4991256 0.9062501 0.68396922 0.53225748 0.50193981 0.70953125
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0.16772744 0.90167436 0.0375156 0.90055798]
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[0.39834827 0.10692529 0.48555675 0.24736739 0.42480583 0.13714577
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0.72496896 0.31602127 0.5101314 0.90050507]
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[0.9494619 0.45669779 0.1510965 0.06679734 0.5955051 0.08050628
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0.90783944 0.72596005 0.47331396 0.0422287 ]
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[0.53851415 0.91315101 0.81556283 0.5664958 0.02538656 0.66160323
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0.99622734 0.27745486 0.40313394 0.14359337]
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[0.83853982 0.5523202 0.37501385 0.15553205 0.86789195 0.52184321
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0.30855785 0.93413623 0.84687351 0.54874291]
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[0.32402196 0.77986982 0.80692881 0.33091173 0.82391536 0.22779081
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0.78403064 0.14537136 0.28668988 0.89211729]
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[0.39499333 0.52319188 0.27585199 0.26939658 0.25115372 0.44987974
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0.25033611 0.74689928 0.48346049 0.16742049]]
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</pre></div>
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</div>
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</div>
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@@ -2028,13 +2033,13 @@ covariance matrix through the <strong>np.linalg.eig()</strong> function.</p>
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</div>
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</div>
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<div class="cell_output docutils container">
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.09941804358942685
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4.135553999655979
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0.06128276434886384
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[[ 0.81985155 2.4736645 2.12220773]
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[ 2.4736645 8.54371074 6.81973052]
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[ 2.12220773 6.81973052 10.51290787]]
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[17.05928882 0.09257332 2.72460802]
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>-0.15835300124337048
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3.5560614852167705
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-0.259533893783188
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[[0.86807326 2.60292037 1.96983721]
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[2.60292037 8.73386494 5.86802297]
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[1.96983721 5.86802297 7.50911947]]
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[14.78194038 0.0734671 2.25565019]
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</pre></div>
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</div>
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</div>
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@@ -2259,7 +2264,7 @@ Name: Aragorn, dtype: object
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<div class="cell_output docutils container">
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<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
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<span class="ne">AttributeError</span><span class="g g-Whitespace"> </span>Traceback (most recent call last)
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<span class="nn">/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_94272/1326197715.py</span> in <span class="ni">?</span><span class="nt">()</span>
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<span class="nn">/var/folders/td/3yk470mj5p931p9dtkk0y6jw0000gn/T/ipykernel_20912/1326197715.py</span> in <span class="ni">?</span><span class="nt">()</span>
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<span class="ne">----> </span><span class="mi">6</span> <span class="n">new_hobbit</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'First Name'</span><span class="p">:</span> <span class="p">[</span><span class="s2">"Peregrin"</span><span class="p">],</span>
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<span class="g g-Whitespace"> </span><span class="mi">7</span> <span class="s1">'Last Name'</span><span class="p">:</span> <span class="p">[</span><span class="s2">"Took"</span><span class="p">],</span>
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<span class="g g-Whitespace"> </span><span class="mi">8</span> <span class="s1">'Place of birth'</span><span class="p">:</span> <span class="p">[</span><span class="s2">"Shire"</span><span class="p">],</span>
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