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"TO DO" > "TODO

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In [commit 6072ad4](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.
This commit is contained in:
Mark Gotham
2025-02-11 15:11:06 +00:00
parent 666cbb02d5
commit 9649ce382b
69 changed files with 78 additions and 78 deletions
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8
Notebooks/Chap08/8_1_MNIST_1D_Performance.ipynb
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@@ -20,7 +20,7 @@
"\n",
"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",
"\n",
"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",
"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",
"\n",
"Contact me at udlbookmail@gmail.com if you find any mistakes or have any suggestions."
]
@@ -91,7 +91,7 @@
"D_i = 40 # Input dimensions\n",
"D_k = 100 # Hidden dimensions\n",
"D_o = 10 # Output dimensions\n",
"# TO DO:\n",
"# TODO:\n",
"# Define a model with two hidden layers of size 100\n",
"# And ReLU activations between them\n",
"# Replace this line (see Figure 7.8 of book for help):\n",
@@ -99,7 +99,7 @@
"\n",
"\n",
"def weights_init(layer_in):\n",
" # TO DO:\n",
" # TODO:\n",
" # Initialize the parameters with He initialization\n",
" # Replace this line (see figure 7.8 of book for help)\n",
" print(\"Initializing layer\")\n",
@@ -208,7 +208,7 @@
"id": "q-yT6re6GZS4"
},
"source": [
"**TO DO**\n",
"**TODO**\n",
"\n",
"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",
"\n",

2
Notebooks/Chap08/8_2_Bias_Variance_Trade_Off.ipynb
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@@ -32,7 +32,7 @@
"\n",
"This notebook investigates the bias-variance trade-off for the toy model used throughout chapter 8 and reproduces the bias/variance trade off curves seen in figure 8.9.\n",
"\n",
"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",
"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",
"\n",
"Contact me at udlbookmail@gmail.com if you find any mistakes or have any suggestions."
],

4
Notebooks/Chap08/8_3_Double_Descent.ipynb
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@@ -36,7 +36,7 @@
"\n",
"It uses the MNIST-1D database which can be found at https://github.com/greydanus/mnist1d\n",
"\n",
"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",
"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",
"\n",
"Contact me at udlbookmail@gmail.com if you find any mistakes or have any suggestions."
],
@@ -217,7 +217,7 @@
"source": [
"The following code produces the double descent curve by training the model with different numbers of hidden units and plotting the test error.\n",
"\n",
"TO DO:\n",
"TODO:\n",
"\n",
"*Before* you run the code, and considering that there are 4000 training examples predict:<br>\n",
"\n",

2
Notebooks/Chap08/8_4_High_Dimensional_Spaces.ipynb
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@@ -33,7 +33,7 @@
"\n",
"This notebook investigates the strange properties of high-dimensional spaces as discussed in the notes at the end of chapter 8.\n",
"\n",
"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",
"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",
"\n",
"Contact me at udlbookmail@gmail.com if you find any mistakes or have any suggestions."
],