51bfd5c4f2
Update 11_training_deep_neural_networks.ipynb
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add Open in Kaggle badge
2021-05-24 20:01:17 -07:00
9d33d65ef0
logs["loss"] is the mean loss, not the batch loss anymore (since TF 2.2), fixes #188
2021-03-19 10:50:13 +13:00
55ee303e56
Merge pull request #275 from ibeauregard/changes-chap11
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(Chapter 11) Adjust computation of steps per epoch
2021-03-02 22:12:35 +13:00
97af3c635b
layer.updates is deprecated, and model_B.summary() instead of model.summary(), fixes #380
2021-02-19 08:26:32 +13:00
670873843d
Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
2021-02-14 15:02:09 +13:00
01464e2216
Adjust computation of steps per epoch
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The number of steps per epoch is ceil(len(X) / batch_size) rather than floor(len(X) / batch_size). This change also means we do not have to take max(rate, self.last_rate) in the last steps of the OneCycleScheduler.
2020-09-25 08:25:17 -04:00
2f7ab70295
Update notebooks to latest nbformat
2020-04-06 19:13:12 +12:00
523a878531
Merge branch 'master' of github.com:ageron/handson-ml2
2020-03-11 09:55:57 +13:00
507735beed
Add solution to the chapter 11's coding exercises, fixes #102 and fixes #120
2020-03-11 09:55:45 +13:00
de450d8077
Update 11_training_deep_neural_networks.ipynb
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Swapped the Activation and BatchNormalization lines in order to make the code consistent with the description and the book (p. 343), i.e. adding the BN layers BEFORE the activation function.
2019-12-25 23:00:26 -05:00
f810964f51
Make notebooks 10 and 11 runnable in Colab without changes
2019-11-06 11:38:13 +08:00
35bcff5450
Fix error in OneCycleSchedule._interpolate(), fixes #56
2019-11-05 11:17:15 +08:00
3db31444cd
SGD now defaults to lr=0.01 so use 1e-3 explicitely
2019-06-10 10:48:00 +08:00
01784d2f98
Do not use a layer as an activation function, especially with weights
2019-06-09 20:08:53 +08:00
107b90d9b3
Do not use learning_phase anymore, just set training=True/False
2019-05-09 10:39:02 +08:00
fd1e088dab
Add 1cycle scheduling
2019-05-05 12:42:08 +08:00
df9b91e2e8
Rename chapters 11 to 15 and split chapter 15 into 15 and 16
2019-04-16 20:39:14 +08:00
Peretz Cohen