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small change in 03_ml_basics_simple_neural_network.ipynb

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Klaus Reygers 1 year ago
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  1. 100494
      03_ml_basics_simple_neural_network.ipynb
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      notebooks/03_ml_basics_simple_neural_network.ipynb

100494
03_ml_basics_simple_neural_network.ipynb
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notebooks/03_ml_basics_simple_neural_network.ipynb

@ -23,6 +23,7 @@
] ]
}, },
{ {
"attachments": {},
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
@ -76,7 +77,7 @@
"\n", "\n",
"Note, that it is assumed that the activation function is a sigmoid with the derivative\n", "Note, that it is assumed that the activation function is a sigmoid with the derivative\n",
"\n", "\n",
"$$ \\sigma(x) * (1 - \\sigma(x)) $$\n",
"$$ \\sigma(x) \\cdot (1 - \\sigma(x)) $$\n",
"\n", "\n",
"Applying the chain rule further, we obtain the gradient for the weights from the input layer to the hidden layer: \n", "Applying the chain rule further, we obtain the gradient for the weights from the input layer to the hidden layer: \n",
"\n", "\n",

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