added some discussion to neural nets
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@@ -122,7 +122,22 @@ Automatically generated HTML file from DocOnce source
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('Collect and pre-process data', 2, None, '___sec53'),
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('Using TensorFlow backend', 2, None, '___sec54'),
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('Optimizing and using gradient descent', 2, None, '___sec55'),
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('Using Keras', 2, None, '___sec56')]}
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('Using Keras', 2, None, '___sec56'),
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('Which activation function should I use?', 2, None, '___sec57'),
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('Is the Logistic activation function (Sigmoid) our choice?',
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2,
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None,
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'___sec58'),
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('The derivative of the Logistic funtion', 2, None, '___sec59'),
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('The RELU function family', 2, None, '___sec60'),
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('A top-down perspective on Neural networks',
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2,
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None,
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'___sec61'),
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('Limitations of supervised learning with deep networks',
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2,
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None,
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'___sec62')]}
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end of tocinfo -->
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<body>
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@@ -217,6 +232,12 @@ MathJax.Hub.Config({
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs055.html#___sec54" style="font-size: 80%;"><b>Using TensorFlow backend</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs056.html#___sec55" style="font-size: 80%;"><b>Optimizing and using gradient descent</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs057.html#___sec56" style="font-size: 80%;"><b>Using Keras</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs058.html#___sec57" style="font-size: 80%;"><b>Which activation function should I use?</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs059.html#___sec58" style="font-size: 80%;"><b>Is the Logistic activation function (Sigmoid) our choice?</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs060.html#___sec59" style="font-size: 80%;"><b>The derivative of the Logistic funtion</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs061.html#___sec60" style="font-size: 80%;"><b>The RELU function family</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs062.html#___sec61" style="font-size: 80%;"><b>A top-down perspective on Neural networks</b></a></li>
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<!-- navigation toc: --> <li><a href="._NeuralNet-bs063.html#___sec62" style="font-size: 80%;"><b>Limitations of supervised learning with deep networks</b></a></li>
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</ul>
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</li>
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@@ -300,7 +321,7 @@ weights to the output layer.
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<li><a href="._NeuralNet-bs045.html">46</a></li>
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<li><a href="._NeuralNet-bs046.html">47</a></li>
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<li><a href="">...</a></li>
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<li><a href="._NeuralNet-bs057.html">58</a></li>
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<li><a href="._NeuralNet-bs063.html">64</a></li>
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<li><a href="._NeuralNet-bs038.html">»</a></li>
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</ul>
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<!-- ------------------- end of main content --------------- -->
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