a2dc617aa2
Add comment on biased models
2022-09-25 17:31:58 +13:00
79ce441212
Update lib versions and add pydot, fixes #29
2022-09-22 19:14:01 +12:00
de0f184265
Fix statefull RNN's validation set range
2022-09-12 11:48:12 +12:00
58e5232e29
Remove sklearn version check when sklearn is not needed
2022-04-17 12:17:13 +12:00
b67e51af2c
Sync notebook code with book code (rename max_dims to embed_size)
2022-04-16 17:30:08 +12:00
dcb43f2881
Add GPU accelerator to notebooks 14 to 19
2022-03-23 11:02:35 +13:00
65c95a5cc7
Big update of chapter 16 for 3rd edition
2022-03-21 21:43:01 +13:00
a2f8391951
Upgrade to TensorFlow 2.8
2022-03-01 11:41:27 +13:00
85171acd17
Require Python 3.7+
2022-02-19 23:03:20 +13:00
bbc1113951
Work in progress for chapters 16 to 19
2022-02-19 22:09:28 +13:00
a2c05861f3
Move notebooks again as the SVM chapter is added back
2021-11-23 13:41:17 +13:00
ce4fccf74c
Large change: Chapter 5 on SVMs moves online
2021-10-15 21:59:45 +13:00
fa1ae51184
Large change: replace os.path with pathlib, move to Python 3.7
2021-10-15 21:46:27 +13:00
fdb5d1695e
Replace pip install mcpi with %pip which always installs in the right environment
2021-10-07 18:10:34 +13:00
108fe1fa53
Replace lr with learning_rate in Keras optimizers, fixes #456
2021-08-31 20:54:35 +12:00
2330a4dea3
Remove dataset.repeat() and stop using steps_per_epoch when calling mode.fit(), fixes #431
2021-05-26 15:41:56 +12:00
1b96533668
Replace 'Open in Colab' button
2021-05-26 07:40:58 +12:00
82f490bd5a
Update 16_nlp_with_rnns_and_attention.ipynb
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fix link
2021-05-25 11:18:32 -07:00
4b02bac9da
Merge branch 'ageron:master' into add-kaggle-badge
2021-05-24 20:24:08 -07:00
0e164dc582
Update 16_nlp_with_rnns_and_attention.ipynb
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add Open in Kaggle badge
2021-05-24 20:15:46 -07:00
c3020f1da5
Support running on Kaggle
2021-05-25 12:07:29 +12:00
2f2f9c8dd3
Save positional_embedding_plot figure using save_fig()
2021-03-11 15:11:44 +13:00
b46db0e1a1
To get GPU acceleration with GRUs, do not use recurrent_dropout
2021-03-11 15:07:23 +13:00
3d418c0308
Install the transformers library when running on Colab
2021-03-02 11:10:15 +13:00
48aada8afa
Merge branch 'master' into changes-chap16
2021-03-02 11:06:15 +13:00
7cde12c648
Fix typo when calling imdb.load_data(), fixes #385
2021-03-01 19:37:18 +13:00
f86635b233
Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
2021-02-16 15:04:34 +13:00
daf309c2bb
Install transformers library
2020-10-20 12:31:25 -04:00
2c700450b5
Change Embedding's input_dim argument
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Wrong argument for the decoder's embedding layer.
2020-10-20 12:31:25 -04:00
e0cae0c7be
Replace deprecated method
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See https://www.tensorflow.org/api_docs/python/tf/keras/Sequential?hl=en#predict_classes .
2020-10-20 12:31:25 -04:00
a2ffc37d2f
Modify creation of possible char list
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I concatenated the string of all digits (+ comma and space) to the argument of function sorted ∘ set. Also, the digit '0' was written twice in the digit string.
2020-10-20 12:31:04 -04:00
7848437dc2
Correct typo
2020-10-19 12:44:33 -04:00
9d99ae9f9f
Correct small coding typo
2020-10-19 12:38:17 -04:00
8b00e3130d
Solution 9 version 4 requires TF 2.2 (add warning)
2020-04-22 19:59:35 +12:00
1f0bbc782a
Add more examples of TF-Addons seq2seq usage
2020-04-22 19:21:56 +12:00
ffd127eb7a
Add solutions to the coding exercises: Embedded Reber grammars, Encoder-Decoder and text generation using the transformers library
2020-04-19 16:01:14 +12:00
2f7ab70295
Update notebooks to latest nbformat
2020-04-06 19:13:12 +12:00
ba6c75d6e5
Update notebook 16 to TF 2.1
2020-04-06 15:22:22 +12:00
88dccccd5f
Make notebooks 14 to 19 runnable in Colab without changes
2019-11-06 21:06:55 +08:00
22aa520ccc
issue 32: remove dropout in stateful RNN
2019-09-28 12:06:05 -04:00
f0f83903bd
Fix the transformer (use final encoder outputs)
2019-05-10 21:30:18 +08:00
6f98bc5a04
Stateful RNNs now support recurrent_dropout
2019-04-21 15:55:39 +08:00
df9b91e2e8
Rename chapters 11 to 15 and split chapter 15 into 15 and 16
2019-04-16 20:39:14 +08:00
Aurélien Geron