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Author SHA1 Message Date
Aurélien Geron bde6c1704e Update libraries 2023-11-14 18:09:29 +13:00
Aurélien Geron 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
Aurélien Geron 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
Aurélien Geron 4dc4a21367 Fix typo 2023-11-14 15:28:44 +13:00
Aurélien Geron 1cf75d217b Set n_init explicitly when creating KMeans or MiniBatchKMeans, to avoid warning 2023-11-14 15:09:10 +13:00
Aurélien Geron 9b2c0e81c8 Rename sparse to sparse_output in OneHotEncoder 2023-11-14 13:55:13 +13:00
Aurélien Geron c919a818f5 Add parser='auto' to fetch_openml(), and normalized_stress=False to MDS(), to avoid warnings 2023-11-14 13:38:44 +13:00
Aurélien Geron d67673a290 Add dual=True to LinearSVC and parser='auto' to fetch_openml 2023-11-14 12:57:41 +13:00
Aurélien Geron e31ce8a44c Replace float('inf') with large value 1e100 since inf now causes an error 2023-11-14 11:55:40 +13:00
Aurélien Geron 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
Aurélien Geron a858c72c76 Merge branch 'main' of github.com:ageron/handson-ml3 2023-02-18 21:47:07 +13:00
Aurélien Geron ec67c6962c Rename scipy.stats.reciprocal with loguniform, fixes #44 2023-02-18 21:46:54 +13:00
Aurélien Geron 0b67623d55
Merge pull request #46 from rickiepark/main 
Change `pandas_in_out=True` to `transform_output="pandas"`
 2023-02-18 21:31:05 +13:00
Haesun Park 14c50b771a change `pandas_in_out=True` to `transform_output="pandas"` 2023-02-17 14:14:54 +09:00
Aurélien Geron 2f8f998165 Fix determinant description to match the example 2023-02-04 18:32:14 +13:00
Aurélien Geron af751a4b2d Thanks to Google for the GCP credits 2023-01-06 13:42:24 +13:00
Aurélien Geron 72a5466408 Clarify which sections are now online 2022-10-20 18:58:10 +13:00
Aurélien Geron 1b375f40f6 Remove changes_in_2nd_edition.md, available in ageron/handson-ml2 2022-10-20 18:50:45 +13:00
Aurélien Geron 0e9a3d7826 Merge branch 'main' of github.com:ageron/handson-ml3 2022-10-20 18:48:43 +13:00
Aurélien Geron 3db22ce4f1 Add CHANGES.md which describes changes between the 2nd and 3rd editions 2022-10-20 18:48:26 +13:00
Aurélien Geron 686a549ca4
Merge pull request #17 from vi3itor/ch7-errata 
Ch7: clarify comments, fix typo, update score outputs
 2022-09-29 21:31:02 +13:00
Aurélien Geron b667f5b94a Merge branch 'main' of github.com:ageron/handson-ml3 2022-09-28 11:16:38 +13:00
Aurélien Geron 4c755f6483 Add ffmpeg to generate video animations in the matplotlib tutorial 2022-09-28 11:12:51 +13:00
Aurélien Geron 300e697004
Merge pull request #20 from GarrettJenkinson/patch-1 
Fixing wide-and-deep to use normalized inputs
 2022-09-27 16:12:00 +13:00
Aurélien Geron e8429dc540 Update Dockerfiles to latest versions 2022-09-26 23:13:07 +13:00
Aurélien Geron 827ab1e07b Improve page format 2022-09-26 12:54:26 +13:00
Aurélien Geron b538ab017d Recommend using Colab (provides free GPU and TPU, and fully tested with these notebooks) 2022-09-26 12:49:10 +13:00
Aurélien Geron a5060da577 Remove unused libraries 2022-09-25 23:53:34 +13:00
Aurélien Geron 4ca56568ca Fix render code for LunarLander-v2 2022-09-25 22:05:11 +13:00
Aurélien Geron df58dd2a70 Update gym to 0.26.1 2022-09-25 21:43:17 +13:00
Aurélien Geron a2dc617aa2 Add comment on biased models 2022-09-25 17:31:58 +13:00
Aurélien Geron 2228feb218 Update gym library, and remove unneeded libraries for headless servers 2022-09-24 12:23:42 +12:00
Aurélien Geron 3ade542ba5 Use verbose=0 when using model.predict() many times 2022-09-23 21:54:25 +12:00
Aurélien Geron 2339bb771b Fix links to Kaggle and Deepnote, and update chapter 17's title 2022-09-23 12:36:09 +12:00
Aurélien Geron 17f4f27355 Add missing statsmodels library for chapter 15 2022-09-23 12:12:06 +12:00
Aurélien Geron 156a56cfcd Fix cropped images display since they are floats since TF 2.8 2022-09-23 12:05:53 +12:00
Aurélien Geron 8c255153cf import from IPython.display instead of IPython.core.display 2022-09-23 11:35:38 +12:00
Aurélien Geron 576cec95d9 Fix get_feature_names_out for FunctionTransformer 2022-09-23 10:06:07 +12:00
Aurélien Geron 0573deb5d3 Use object instead of deprecated np.object 2022-09-22 23:29:25 +12:00
Aurélien Geron c9e108fde1 Use object instead of deprecated np.object 2022-09-22 23:29:04 +12:00
Aurélien Geron 79ce441212 Update lib versions and add pydot, fixes #29 2022-09-22 19:14:01 +12:00
Aurélien Geron de0f184265 Fix statefull RNN's validation set range 2022-09-12 11:48:12 +12:00
Aurélien Geron 7a551f5fb1 Replace HDF5 with TF format 2022-09-12 11:47:36 +12:00
Aurélien Geron ace7a972b9 Replace HDF5 with TF format 2022-09-12 11:46:42 +12:00
Aurélien Geron 81601cedf3 Merge branch 'main' of github.com:ageron/handson-ml3 2022-09-12 11:45:35 +12:00
Aurélien Geron 2855982461 Replace housing.loc[train_index] with housing.iloc[train_index] 2022-09-05 17:07:10 +12:00
GarrettJenkinson bdd246bf07
Fixing wide-and-deep to use normalized inputs 
Thanks for this great book/repo. I noticed the wide and deep example is using non-normalized inputs which leads to performance degradation.
 2022-06-27 09:27:51 -05:00
Aurélien Geron eabcc492aa
Merge pull request #18 from vi3itor/ch8-errata 
Chapter 8: Clarify some comments and remove unnecessary ones, fix typo
 2022-06-15 14:16:17 +12:00
Victor Khaustov 38b40643d8 Improve comments and fix typo 2022-06-14 14:47:11 +09:00
Victor Khaustov 9869145a7d Update score outputs for Ex. 8 and 9 2022-06-10 17:45:37 +09:00