"TO DO" > "TODO
In [commit6072ad4](6072ad4), @KajvanRijn kindly changed all "TO DO" to "TODO" in the code blocks. That's useful. In addition, it should be changed (as here) in the instructions. Then there's no doubt or issue for anyone searching all instances.
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@@ -20,7 +20,7 @@
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"\n",
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"This notebook runs a simple neural network on the MNIST1D dataset as in figure 8.2a. It uses code from https://github.com/greydanus/mnist1d to generate the data.\n",
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"\n",
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"Work through the cells below, running each cell in turn. In various places you will see the words \"TO DO\". Follow the instructions at these places and make predictions about what is going to happen or write code to complete the functions.\n",
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"Work through the cells below, running each cell in turn. In various places you will see the words \"TODO\". Follow the instructions at these places and make predictions about what is going to happen or write code to complete the functions.\n",
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"\n",
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"Contact me at udlbookmail@gmail.com if you find any mistakes or have any suggestions."
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]
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@@ -91,7 +91,7 @@
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"D_i = 40 # Input dimensions\n",
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"D_k = 100 # Hidden dimensions\n",
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"D_o = 10 # Output dimensions\n",
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"# TO DO:\n",
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"# TODO:\n",
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"# Define a model with two hidden layers of size 100\n",
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"# And ReLU activations between them\n",
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"# Replace this line (see Figure 7.8 of book for help):\n",
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@@ -99,7 +99,7 @@
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"\n",
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"\n",
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"def weights_init(layer_in):\n",
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" # TO DO:\n",
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" # TODO:\n",
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" # Initialize the parameters with He initialization\n",
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" # Replace this line (see figure 7.8 of book for help)\n",
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" print(\"Initializing layer\")\n",
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@@ -208,7 +208,7 @@
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"id": "q-yT6re6GZS4"
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},
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"source": [
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"**TO DO**\n",
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"**TODO**\n",
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"\n",
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"Play with the model -- try changing the number of layers, hidden units, learning rate, batch size, momentum or anything else you like. See if you can improve the test results.\n",
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"\n",
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