Aurélien Geron
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15b9e4507e
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Add a doc describing the changes in the 2nd edition
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2019-08-27 16:18:40 +08:00 |
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Aurélien Geron
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0c4a9820fd
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Update to nltk 3.4.5 (security patch)
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2019-08-27 13:26:02 +08:00 |
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Aurélien Geron
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ea3d17c063
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Fix execution_counts
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2019-08-12 14:51:06 +08:00 |
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Aurélien Geron
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87ea670bef
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Iris-Virginica => Iris virginica (& same for versicolor and setosa)
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2019-08-12 14:45:33 +08:00 |
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Aurélien Geron
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aad780b74b
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Fix Actual vs Forecast in diagrams, fixes #21
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2019-08-03 12:11:40 +08:00 |
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Aurélien Geron
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281366776f
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Add 19_training_and_deploying_at_scale.ipynb, update index.ipynb
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2019-07-13 11:41:30 +02:00 |
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Aurélien Geron
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8f7a2c355b
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Display Fashion MNIST
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2019-07-13 11:31:17 +02:00 |
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Aurélien Geron
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6c0cd5d2df
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Improve the code to forecast the next 10 time steps
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2019-07-13 11:28:50 +02:00 |
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Aurélien Geron
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f8f2b9e4bb
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Add (USD) after GDP per capita
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2019-07-10 17:08:12 +02:00 |
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Aurélien Geron
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48dfa2ce67
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tf.image.resize_image_with_crop_or_pad was renamed to tf.image.resize_with_crop_or_pad
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2019-06-27 10:10:22 +02:00 |
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Aurélien Geron
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abf3bba2d5
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Clarify DenseTranspose
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2019-06-10 17:42:31 +08:00 |
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Aurélien Geron
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400920f0aa
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SGD now defaults to lr=0.01 so use 1e-3 explicitly
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2019-06-10 10:53:32 +08:00 |
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Aurélien Geron
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3db31444cd
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SGD now defaults to lr=0.01 so use 1e-3 explicitely
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2019-06-10 10:48:00 +08:00 |
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Aurélien Geron
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1973371b19
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Use causal padding in WaveNet and fix forecast
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2019-06-09 23:56:19 +08:00 |
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Aurélien Geron
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01784d2f98
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Do not use a layer as an activation function, especially with weights
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2019-06-09 20:08:53 +08:00 |
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Aurélien Geron
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0023162fc5
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bst_n_estimators should be argmin + 1
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2019-06-08 21:59:55 +08:00 |
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Aurélien Geron
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e9ae4997a5
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Update requirements, e.g. add tf-agents, tf serving api, etc.
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2019-06-08 12:01:58 +08:00 |
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Aurélien Geron
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b6306b7d48
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Update ch. 10 code to latest TF nightly version, eg. default SGD learning rate is now 0.001
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2019-06-08 11:43:48 +08:00 |
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Aurélien Geron
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0615a6f0a1
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LayerNormalization is not experimental anymore
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2019-06-06 11:06:13 +08:00 |
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Aurélien Geron
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fb47fab0c8
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Update docker image for 2nd edition
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2019-06-04 16:43:14 +08:00 |
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Aurélien Geron
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f680e49ea2
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Replace SGD with SVC in OvA vs OvO section
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2019-05-28 15:21:49 +08:00 |
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Aurélien Geron
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efa16f02ec
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Add breakout.gif
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2019-05-28 09:31:22 +08:00 |
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Aurélien Geron
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4c3b7b9b06
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Save agent's breakout performance to an animated gif
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2019-05-28 09:30:16 +08:00 |
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Aurélien Geron
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3ef350ab4c
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Fix figure name and clarify a couple code examples
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2019-05-27 20:35:00 +08:00 |
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Aurélien Geron
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c5f4b41cf5
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Fix breakout plot
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2019-05-26 23:56:49 +08:00 |
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Aurélien Geron
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2edbb6e9d4
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Add Reinforcement Learning notebook
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2019-05-26 23:30:39 +08:00 |
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Aurélien Geron
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80279c4477
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Make notebook 09 deterministic, and avoid non-convergence warnings
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2019-05-19 16:19:29 +07:00 |
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Aurélien Geron
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c702bfbcab
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Fix ladybug.png so imageio can load it without chunk_eXIf issues
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2019-05-19 15:03:42 +07:00 |
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Aurélien Geron
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73a36f335f
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Add warning about TF issue regarding DenseFeatures and the Functional API, fixes #6
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2019-05-15 20:23:24 +08:00 |
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Aurélien Geron
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ec3136f59f
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Add index=housing.index when wrapping array in a DataFrame, fixes #426
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2019-05-12 21:28:56 +08:00 |
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Aurélien Geron
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f0f83903bd
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Fix the transformer (use final encoder outputs)
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2019-05-10 21:30:18 +08:00 |
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Aurélien Geron
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7b1c890195
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Stop using learning_phase: it's a global variable, and currently broken anyway
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2019-05-09 16:26:38 +08:00 |
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Aurélien Geron
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a758ea50b0
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Rename the figure paths from *_diagram.png to *_plot.png
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2019-05-09 16:25:40 +08:00 |
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Aurélien Geron
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8e08319781
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Rename the figure paths from *_diagram.png to *_plot.png
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2019-05-09 16:25:26 +08:00 |
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Aurélien Geron
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d4d15a9c59
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Clarify figure 4-19
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2019-05-09 16:24:17 +08:00 |
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Aurélien Geron
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107b90d9b3
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Do not use learning_phase anymore, just set training=True/False
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2019-05-09 10:39:02 +08:00 |
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Aurélien Geron
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df100ffa9a
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Rename figure
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2019-05-06 13:15:15 +08:00 |
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Aurélien Geron
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dd5e648c62
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Rename figure
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2019-05-06 13:15:01 +08:00 |
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Aurélien Geron
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22eb374304
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Rename figure
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2019-05-06 13:14:50 +08:00 |
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Aurélien Geron
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4941749b60
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Fix typo in figure name
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2019-05-06 13:14:23 +08:00 |
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Aurélien Geron
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aa648067a9
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Change notebook title to Autoencoders and GANs
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2019-05-06 09:38:47 +08:00 |
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Aurélien Geron
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4e155bc23b
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Rename 17 to Autoencoders and GANs
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2019-05-06 09:37:56 +08:00 |
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Aurélien Geron
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42f24fa44f
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Add GANs
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2019-05-06 09:34:45 +08:00 |
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Aurélien Geron
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fd1e088dab
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Add 1cycle scheduling
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2019-05-05 12:42:08 +08:00 |
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Aurélien Geron
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d2a518cdb1
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Add more chapters to index.ipynb
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2019-04-30 15:01:15 +08:00 |
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Aurélien Geron
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7335c9d5c0
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Use separate joblib package rather than the one in sklearn (which is deprecated)
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2019-04-26 21:22:15 +08:00 |
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Aurélien Geron
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327407501e
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Add notebook 17 on autoencoders
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2019-04-26 21:19:32 +08:00 |
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Aurélien Geron
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9925735995
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Add the images/nlp directory
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2019-04-23 20:06:24 +08:00 |
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Aurélien Geron
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6f98bc5a04
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Stateful RNNs now support recurrent_dropout
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2019-04-21 15:55:39 +08:00 |
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Aurélien Geron
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33d1894dc1
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Update requirements to use TensorFlow 2.0 alpha0
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2019-04-20 13:05:52 +08:00 |