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  • 9bd4f4c23a Add missing outputs, fixes #164 main Aurélien Geron 2024-10-09 09:26:31 +13:00
  • f0783bad30 Use tf_keras instead of Keras 3 Aurélien Geron 2024-10-06 17:21:01 +13:00
  • 9e7002c88a Use tf_keras instead of Keras 3 Aurélien Geron 2024-10-06 17:04:51 +13:00
  • f08e739537 Use tf_keras instead of Keras 3 Aurélien Geron 2024-10-06 16:27:54 +13:00
  • bd1ee43dc5 Use Keras 2 (via tf_keras) for this chapter, fixes #163 Aurélien Geron 2024-10-06 14:41:39 +13:00
  • c02e03e14f Update notebook to latest Colab library versions Aurélien Geron 2024-10-06 11:13:18 +13:00
  • 779848d82e Update notebook to latest Colab library versions Aurélien Geron 2024-10-05 19:53:13 +13:00
  • 9143aa2fc4 Add missing custom_objects in load_model() Aurélien Geron 2024-10-05 18:53:13 +13:00
  • 2c0de8de67 Save model using .keras extension Aurélien Geron 2024-10-05 18:38:44 +13:00
  • 326ac718f2 Update notebook to latest Colab library versions Aurélien Geron 2024-10-05 18:35:28 +13:00
  • 0d6496cf79 Update notebook to latest Colab library versions Aurélien Geron 2024-10-05 18:34:42 +13:00
  • 4d9eb70586 Fix import keras.layers for AlphaDropout Aurélien Geron 2024-10-05 18:30:46 +13:00
  • c2826cbd0b Update notebook to latest Colab library versions Aurélien Geron 2024-10-05 16:58:19 +13:00
  • bdad82649e Change cell from markdown to code Aurélien Geron 2024-10-04 22:39:02 +13:00
  • c694f7cfe4 Update notebook to latest Colab library versions Aurélien Geron 2024-10-04 22:23:05 +13:00
  • d2b4c73e97 Update code to latest version of Pandas, fixes #633 Aurélien Geron 2024-06-05 11:12:39 +12:00
  • 94b9351584 Merge branch 'main' of github.com:ageron/handson-ml3 Aurélien Geron 2024-06-03 23:39:37 +12:00
  • dceec95323 Add notebook extra_ann_architectures.ipynb Aurélien Geron 2024-06-03 23:39:00 +12:00
  • 051a697f80 Merge pull request #126 from dlams/main Aurélien Geron 2024-05-31 18:02:25 +12:00
  • 8b03c0cab2 Fix typo in docker/README.md 이민우 2024-03-20 11:18:00 +09:00
  • 4e055a121d Reverse increasing/decreasing learning rate in solution to exercises 6 and 7, fixes #117 Aurélien Geron 2024-02-01 11:51:55 +13:00
  • c2d5a87137 Rename svm_clf to svm_reg in chapter 5 exercise, fixes #120 Aurélien Geron 2024-02-01 09:17:56 +13:00
  • 123a9a1b38 Replace jupyter notebook with jupyter lab in docker-compose.yml Aurélien Geron 2024-01-30 21:09:47 +13:00
  • 98929ef528 Replace gym with gymnasium Aurélien Geron 2024-01-30 18:06:36 +13:00
  • 4f5aa43f92 Remove a warning when computing left_proba Aurélien Geron 2024-01-19 19:01:59 +13:00
  • b2a2533543 Replace OpenAI Gym with Gymnasium and fix box-2d installation bug Aurélien Geron 2024-01-18 22:05:41 +13:00
  • 1f8c9df846 Do not reuse optimizer from previous model Aurélien Geron 2024-01-10 19:15:03 +13:00
  • 856d7de430 Remove tensorboard.dev code examples since the service will shut down in December 2023 Aurélien Geron 2023-11-17 10:30:44 +13:00
  • 873e1a986c Add missing math import and n_epochs = 20 Aurélien Geron 2023-11-15 21:23:37 +13:00
  • b38aff05a3 Reorganize the scheduler section to focus on Keras schedulers Aurélien Geron 2023-11-15 18:29:39 +13:00
  • a5baa85363 Set dual=True in LinearSVC and LinearSVR to avoid warning Aurélien Geron 2023-11-14 21:34:06 +13:00
  • de0eb33694 Use AdamW from tf.keras.optimizers instead of TensorFlow-Addons Aurélien Geron 2023-11-14 18:20:45 +13:00
  • bde6c1704e Update libraries Aurélien Geron 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 Aurélien Geron 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 Aurélien Geron 2023-11-14 15:56:52 +13:00
  • 4dc4a21367 Fix typo Aurélien Geron 2023-11-14 15:28:44 +13:00
  • 1cf75d217b Set n_init explicitly when creating KMeans or MiniBatchKMeans, to avoid warning Aurélien Geron 2023-11-14 15:09:10 +13:00
  • 9b2c0e81c8 Rename sparse to sparse_output in OneHotEncoder Aurélien Geron 2023-11-14 13:55:13 +13:00
  • c919a818f5 Add parser='auto' to fetch_openml(), and normalized_stress=False to MDS(), to avoid warnings Aurélien Geron 2023-11-14 13:38:44 +13:00
  • d67673a290 Add dual=True to LinearSVC and parser='auto' to fetch_openml Aurélien Geron 2023-11-14 12:57:41 +13:00
  • e31ce8a44c Replace float('inf') with large value 1e100 since inf now causes an error Aurélien Geron 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() Aurélien Geron 2023-09-05 11:38:15 +12:00
  • a858c72c76 Merge branch 'main' of github.com:ageron/handson-ml3 Aurélien Geron 2023-02-18 21:47:07 +13:00
  • ec67c6962c Rename scipy.stats.reciprocal with loguniform, fixes #44 Aurélien Geron 2023-02-18 21:46:54 +13:00
  • 0b67623d55 Merge pull request #46 from rickiepark/main Aurélien Geron 2023-02-18 21:31:05 +13:00
  • 14c50b771a change pandas_in_out=True to transform_output="pandas" Haesun Park 2023-02-17 14:14:54 +09:00
  • 2f8f998165 Fix determinant description to match the example Aurélien Geron 2023-02-04 18:32:14 +13:00
  • af751a4b2d Thanks to Google for the GCP credits Aurélien Geron 2023-01-06 13:42:24 +13:00
  • 72a5466408 Clarify which sections are now online Aurélien Geron 2022-10-20 18:58:10 +13:00
  • 1b375f40f6 Remove changes_in_2nd_edition.md, available in ageron/handson-ml2 Aurélien Geron 2022-10-20 18:50:45 +13:00
  • 0e9a3d7826 Merge branch 'main' of github.com:ageron/handson-ml3 Aurélien Geron 2022-10-20 18:48:43 +13:00
  • 3db22ce4f1 Add CHANGES.md which describes changes between the 2nd and 3rd editions Aurélien Geron 2022-10-20 18:48:26 +13:00
  • 686a549ca4 Merge pull request #17 from vi3itor/ch7-errata Aurélien Geron 2022-09-29 21:31:02 +13:00
  • b667f5b94a Merge branch 'main' of github.com:ageron/handson-ml3 Aurélien Geron 2022-09-28 11:16:38 +13:00
  • 4c755f6483 Add ffmpeg to generate video animations in the matplotlib tutorial Aurélien Geron 2022-09-28 11:12:51 +13:00
  • 300e697004 Merge pull request #20 from GarrettJenkinson/patch-1 Aurélien Geron 2022-09-27 16:12:00 +13:00
  • e8429dc540 Update Dockerfiles to latest versions Aurélien Geron 2022-09-26 23:13:07 +13:00
  • 827ab1e07b Improve page format Aurélien Geron 2022-09-26 12:54:26 +13:00
  • b538ab017d Recommend using Colab (provides free GPU and TPU, and fully tested with these notebooks) Aurélien Geron 2022-09-26 12:49:10 +13:00
  • a5060da577 Remove unused libraries Aurélien Geron 2022-09-25 23:53:34 +13:00
  • 4ca56568ca Fix render code for LunarLander-v2 Aurélien Geron 2022-09-25 22:05:11 +13:00
  • df58dd2a70 Update gym to 0.26.1 Aurélien Geron 2022-09-25 21:43:17 +13:00
  • a2dc617aa2 Add comment on biased models Aurélien Geron 2022-09-25 17:31:58 +13:00
  • 2228feb218 Update gym library, and remove unneeded libraries for headless servers Aurélien Geron 2022-09-24 12:23:42 +12:00
  • 3ade542ba5 Use verbose=0 when using model.predict() many times Aurélien Geron 2022-09-23 21:54:25 +12:00
  • 2339bb771b Fix links to Kaggle and Deepnote, and update chapter 17's title Aurélien Geron 2022-09-23 12:36:09 +12:00
  • 17f4f27355 Add missing statsmodels library for chapter 15 Aurélien Geron 2022-09-23 12:12:06 +12:00
  • 156a56cfcd Fix cropped images display since they are floats since TF 2.8 Aurélien Geron 2022-09-23 12:05:53 +12:00
  • 8c255153cf import from IPython.display instead of IPython.core.display Aurélien Geron 2022-09-23 11:35:38 +12:00
  • 576cec95d9 Fix get_feature_names_out for FunctionTransformer Aurélien Geron 2022-09-23 10:06:07 +12:00
  • 0573deb5d3 Use object instead of deprecated np.object Aurélien Geron 2022-09-22 23:29:25 +12:00
  • c9e108fde1 Use object instead of deprecated np.object Aurélien Geron 2022-09-22 23:29:04 +12:00
  • 79ce441212 Update lib versions and add pydot, fixes #29 Aurélien Geron 2022-09-22 19:14:01 +12:00
  • de0f184265 Fix statefull RNN's validation set range Aurélien Geron 2022-09-12 11:48:12 +12:00
  • 7a551f5fb1 Replace HDF5 with TF format Aurélien Geron 2022-09-12 11:47:36 +12:00
  • ace7a972b9 Replace HDF5 with TF format Aurélien Geron 2022-09-12 11:46:42 +12:00
  • 81601cedf3 Merge branch 'main' of github.com:ageron/handson-ml3 Aurélien Geron 2022-09-12 11:45:35 +12:00
  • 2855982461 Replace housing.loc[train_index] with housing.iloc[train_index] Aurélien Geron 2022-09-05 17:07:10 +12:00
  • bdd246bf07 Fixing wide-and-deep to use normalized inputs GarrettJenkinson 2022-06-27 09:27:51 -05:00
  • eabcc492aa Merge pull request #18 from vi3itor/ch8-errata Aurélien Geron 2022-06-15 14:16:17 +12:00
  • 38b40643d8 Improve comments and fix typo Victor Khaustov 2022-06-14 14:47:11 +09:00
  • 9869145a7d Update score outputs for Ex. 8 and 9 Victor Khaustov 2022-06-10 17:45:37 +09:00
  • b58103e9c6 Clarify comments, fix typo Victor Khaustov 2022-06-10 17:29:59 +09:00
  • cbffd5eb92 Thanks to Victor Khaustov Aurélien Geron 2022-06-02 10:04:35 +12:00
  • 27f9d4f11e Merge pull request #14 from vi3itor/ch4-errata Aurélien Geron 2022-06-02 10:02:00 +12:00
  • e3d9132afc Merge pull request #16 from vi3itor/ch6-errata Aurélien Geron 2022-06-02 09:56:05 +12:00
  • 2c61add90f Fix Big O notation and log base in ex. 5 solution Victor Khaustov 2022-06-01 18:15:06 +09:00
  • 4a06d1ab77 Merge pull request #15 from vi3itor/ch5-errata Aurélien Geron 2022-05-31 22:50:55 +12:00
  • 1cdc1b7178 Correct preposition Victor Khaustov 2022-05-31 17:04:55 +09:00
  • f32ce273d2 Fix typos and remove unused args in plot.grid() Victor Khaustov 2022-05-31 16:51:50 +09:00
  • 7fe396ef92 Fix figure numbering and correct typos Victor Khaustov 2022-05-24 21:37:17 +09:00
  • b2103e953a Merge branch 'main' of github.com:ageron/handson-ml3 Aurélien Geron 2022-05-23 22:28:39 +12:00
  • 0128208dad Replace book image with image of 3rd edition (early release) Aurélien Geron 2022-05-23 14:22:06 +12:00
  • 44f2c3f8d5 Merge pull request #13 from vi3itor/math-diff-calc Aurélien Geron 2022-05-22 09:57:47 +12:00
  • 3a3932f9bd Fix sin function Victor Khaustov 2022-05-21 13:21:58 +09:00
  • 42525c610c Update differential calculus tutorial Victor Khaustov 2022-05-20 13:17:31 +09:00
  • 609ca0bcb0 Merge pull request #12 from vi3itor/update-math-la Aurélien Geron 2022-05-19 15:41:22 +12:00
  • f122f5ac70 Fix diff conflict Victor Khaustov 2022-05-18 18:51:32 +09:00
  • 413507a23c Fix image metadata Victor Khaustov 2022-05-18 18:25:08 +09:00
  • bebc0700d9 Update README.md Victor Khaustov 2022-05-18 17:54:39 +09:00