e0f7342083
Project Creation
2024-10-03 10:34:08 +02:00
d2b4c73e97
Update code to latest version of Pandas, fixes #633
2024-06-05 11:12:39 +12:00
94b9351584
Merge branch 'main' of github.com:ageron/handson-ml3
2024-06-03 23:39:37 +12:00
dceec95323
Add notebook extra_ann_architectures.ipynb
2024-06-03 23:39:00 +12:00
051a697f80
Merge pull request #126 from dlams/main
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Fix typo in docker/README.md
2024-05-31 18:02:25 +12:00
8b03c0cab2
Fix typo in docker/README.md
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This commit fixes a typo in the README file in docker directory.
Previous text:
tf.config.list_physical_devices("GPU)
Corrected text:
tf.config.list_physical_devices("GPU")
2024-03-20 11:18:00 +09:00
4e055a121d
Reverse increasing/decreasing learning rate in solution to exercises 6 and 7, fixes #117
2024-02-01 11:51:55 +13:00
c2d5a87137
Rename svm_clf to svm_reg in chapter 5 exercise, fixes #120
2024-02-01 09:17:56 +13:00
123a9a1b38
Replace jupyter notebook with jupyter lab in docker-compose.yml
2024-01-30 21:09:47 +13:00
98929ef528
Replace gym with gymnasium
2024-01-30 18:06:36 +13:00
4f5aa43f92
Remove a warning when computing left_proba
2024-01-19 19:01:59 +13:00
b2a2533543
Replace OpenAI Gym with Gymnasium and fix box-2d installation bug
2024-01-18 22:05:41 +13:00
1f8c9df846
Do not reuse optimizer from previous model
2024-01-10 19:15:03 +13:00
856d7de430
Remove tensorboard.dev code examples since the service will shut down in December 2023
2023-11-17 10:30:44 +13:00
873e1a986c
Add missing math import and n_epochs = 20
2023-11-15 21:23:37 +13:00
b38aff05a3
Reorganize the scheduler section to focus on Keras schedulers
2023-11-15 18:29:39 +13:00
a5baa85363
Set dual=True in LinearSVC and LinearSVR to avoid warning
2023-11-14 21:34:06 +13:00
de0eb33694
Use AdamW from tf.keras.optimizers instead of TensorFlow-Addons
2023-11-14 18:20:45 +13:00
bde6c1704e
Update libraries
2023-11-14 18:09:29 +13:00
8c0ab41ed9
Add a note about the fact that KMeans init changed in Scikit-Learn 1.3 so results will differ
2023-11-14 16:34:39 +13:00
1dd8dba21d
Rename sparse to sparse_output in OneHotEncoder, set numeric_only=True in corr(), set n_init=10 in KMeans
2023-11-14 15:56:52 +13:00
4dc4a21367
Fix typo
2023-11-14 15:28:44 +13:00
1cf75d217b
Set n_init explicitly when creating KMeans or MiniBatchKMeans, to avoid warning
2023-11-14 15:09:10 +13:00
9b2c0e81c8
Rename sparse to sparse_output in OneHotEncoder
2023-11-14 13:55:13 +13:00
c919a818f5
Add parser='auto' to fetch_openml(), and normalized_stress=False to MDS(), to avoid warnings
2023-11-14 13:38:44 +13:00
d67673a290
Add dual=True to LinearSVC and parser='auto' to fetch_openml
2023-11-14 12:57:41 +13:00
e31ce8a44c
Replace float('inf') with large value 1e100 since inf now causes an error
2023-11-14 11:55:40 +13:00
8fce779633
No longer need super.build() or self.built = True in build() method; also update custom optimizer section and use tf.keras.utils.set_random_seed() instead of tf.random.set_seed()
2023-09-05 11:38:15 +12:00
a858c72c76
Merge branch 'main' of github.com:ageron/handson-ml3
2023-02-18 21:47:07 +13:00
ec67c6962c
Rename scipy.stats.reciprocal with loguniform, fixes #44
2023-02-18 21:46:54 +13:00
0b67623d55
Merge pull request #46 from rickiepark/main
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Change `pandas_in_out=True` to `transform_output="pandas"`
2023-02-18 21:31:05 +13:00
14c50b771a
change `pandas_in_out=True` to `transform_output="pandas"`
2023-02-17 14:14:54 +09:00
2f8f998165
Fix determinant description to match the example
2023-02-04 18:32:14 +13:00
af751a4b2d
Thanks to Google for the GCP credits
2023-01-06 13:42:24 +13:00
72a5466408
Clarify which sections are now online
2022-10-20 18:58:10 +13:00
1b375f40f6
Remove changes_in_2nd_edition.md, available in ageron/handson-ml2
2022-10-20 18:50:45 +13:00
0e9a3d7826
Merge branch 'main' of github.com:ageron/handson-ml3
2022-10-20 18:48:43 +13:00
3db22ce4f1
Add CHANGES.md which describes changes between the 2nd and 3rd editions
2022-10-20 18:48:26 +13:00
686a549ca4
Merge pull request #17 from vi3itor/ch7-errata
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Ch7: clarify comments, fix typo, update score outputs
2022-09-29 21:31:02 +13:00
b667f5b94a
Merge branch 'main' of github.com:ageron/handson-ml3
2022-09-28 11:16:38 +13:00
4c755f6483
Add ffmpeg to generate video animations in the matplotlib tutorial
2022-09-28 11:12:51 +13:00
300e697004
Merge pull request #20 from GarrettJenkinson/patch-1
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Fixing wide-and-deep to use normalized inputs
2022-09-27 16:12:00 +13:00
e8429dc540
Update Dockerfiles to latest versions
2022-09-26 23:13:07 +13:00
827ab1e07b
Improve page format
2022-09-26 12:54:26 +13:00
b538ab017d
Recommend using Colab (provides free GPU and TPU, and fully tested with these notebooks)
2022-09-26 12:49:10 +13:00
a5060da577
Remove unused libraries
2022-09-25 23:53:34 +13:00
4ca56568ca
Fix render code for LunarLander-v2
2022-09-25 22:05:11 +13:00
df58dd2a70
Update gym to 0.26.1
2022-09-25 21:43:17 +13:00
a2dc617aa2
Add comment on biased models
2022-09-25 17:31:58 +13:00
2228feb218
Update gym library, and remove unneeded libraries for headless servers
2022-09-24 12:23:42 +12:00
DotNaos