Aurélien Geron
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c2d5a87137
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Rename svm_clf to svm_reg in chapter 5 exercise, fixes #120
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2024-02-01 09:17:56 +13:00 |
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Aurélien Geron
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123a9a1b38
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Replace jupyter notebook with jupyter lab in docker-compose.yml
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2024-01-30 21:09:47 +13:00 |
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Aurélien Geron
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98929ef528
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Replace gym with gymnasium
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2024-01-30 18:06:36 +13:00 |
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Aurélien Geron
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4f5aa43f92
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Remove a warning when computing left_proba
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2024-01-19 19:01:59 +13:00 |
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Aurélien Geron
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b2a2533543
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Replace OpenAI Gym with Gymnasium and fix box-2d installation bug
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2024-01-18 22:05:41 +13:00 |
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Aurélien Geron
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1f8c9df846
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Do not reuse optimizer from previous model
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2024-01-10 19:15:03 +13:00 |
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Aurélien Geron
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856d7de430
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Remove tensorboard.dev code examples since the service will shut down in December 2023
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2023-11-17 10:30:44 +13:00 |
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Aurélien Geron
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873e1a986c
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Add missing math import and n_epochs = 20
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2023-11-15 21:23:37 +13:00 |
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Aurélien Geron
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b38aff05a3
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Reorganize the scheduler section to focus on Keras schedulers
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2023-11-15 18:29:39 +13:00 |
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Aurélien Geron
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a5baa85363
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Set dual=True in LinearSVC and LinearSVR to avoid warning
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2023-11-14 21:34:06 +13:00 |
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Aurélien Geron
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de0eb33694
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Use AdamW from tf.keras.optimizers instead of TensorFlow-Addons
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2023-11-14 18:20:45 +13:00 |
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Aurélien Geron
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bde6c1704e
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Update libraries
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2023-11-14 18:09:29 +13:00 |
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Aurélien Geron
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8c0ab41ed9
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Add a note about the fact that KMeans init changed in Scikit-Learn 1.3 so results will differ
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2023-11-14 16:34:39 +13:00 |
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Aurélien Geron
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1dd8dba21d
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Rename sparse to sparse_output in OneHotEncoder, set numeric_only=True in corr(), set n_init=10 in KMeans
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2023-11-14 15:56:52 +13:00 |
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Aurélien Geron
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4dc4a21367
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Fix typo
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2023-11-14 15:28:44 +13:00 |
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Aurélien Geron
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1cf75d217b
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Set n_init explicitly when creating KMeans or MiniBatchKMeans, to avoid warning
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2023-11-14 15:09:10 +13:00 |
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Aurélien Geron
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9b2c0e81c8
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Rename sparse to sparse_output in OneHotEncoder
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2023-11-14 13:55:13 +13:00 |
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Aurélien Geron
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c919a818f5
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Add parser='auto' to fetch_openml(), and normalized_stress=False to MDS(), to avoid warnings
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2023-11-14 13:38:44 +13:00 |
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Aurélien Geron
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d67673a290
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Add dual=True to LinearSVC and parser='auto' to fetch_openml
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2023-11-14 12:57:41 +13:00 |
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Aurélien Geron
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e31ce8a44c
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Replace float('inf') with large value 1e100 since inf now causes an error
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2023-11-14 11:55:40 +13:00 |
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Aurélien Geron
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8fce779633
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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()
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2023-09-05 11:38:15 +12:00 |
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Aurélien Geron
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a858c72c76
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Merge branch 'main' of github.com:ageron/handson-ml3
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2023-02-18 21:47:07 +13:00 |
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Aurélien Geron
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ec67c6962c
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Rename scipy.stats.reciprocal with loguniform, fixes #44
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2023-02-18 21:46:54 +13:00 |
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Aurélien Geron
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0b67623d55
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Merge pull request #46 from rickiepark/main
Change `pandas_in_out=True` to `transform_output="pandas"`
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2023-02-18 21:31:05 +13:00 |
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Haesun Park
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14c50b771a
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change `pandas_in_out=True` to `transform_output="pandas"`
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2023-02-17 14:14:54 +09:00 |
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Aurélien Geron
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2f8f998165
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Fix determinant description to match the example
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2023-02-04 18:32:14 +13:00 |
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Aurélien Geron
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af751a4b2d
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Thanks to Google for the GCP credits
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2023-01-06 13:42:24 +13:00 |
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Aurélien Geron
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72a5466408
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Clarify which sections are now online
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2022-10-20 18:58:10 +13:00 |
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Aurélien Geron
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1b375f40f6
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Remove changes_in_2nd_edition.md, available in ageron/handson-ml2
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2022-10-20 18:50:45 +13:00 |
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Aurélien Geron
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0e9a3d7826
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Merge branch 'main' of github.com:ageron/handson-ml3
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2022-10-20 18:48:43 +13:00 |
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Aurélien Geron
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3db22ce4f1
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Add CHANGES.md which describes changes between the 2nd and 3rd editions
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2022-10-20 18:48:26 +13:00 |
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Aurélien Geron
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686a549ca4
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Merge pull request #17 from vi3itor/ch7-errata
Ch7: clarify comments, fix typo, update score outputs
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2022-09-29 21:31:02 +13:00 |
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Aurélien Geron
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b667f5b94a
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Merge branch 'main' of github.com:ageron/handson-ml3
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2022-09-28 11:16:38 +13:00 |
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Aurélien Geron
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4c755f6483
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Add ffmpeg to generate video animations in the matplotlib tutorial
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2022-09-28 11:12:51 +13:00 |
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Aurélien Geron
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300e697004
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Merge pull request #20 from GarrettJenkinson/patch-1
Fixing wide-and-deep to use normalized inputs
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2022-09-27 16:12:00 +13:00 |
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Aurélien Geron
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e8429dc540
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Update Dockerfiles to latest versions
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2022-09-26 23:13:07 +13:00 |
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Aurélien Geron
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827ab1e07b
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Improve page format
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2022-09-26 12:54:26 +13:00 |
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Aurélien Geron
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b538ab017d
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Recommend using Colab (provides free GPU and TPU, and fully tested with these notebooks)
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2022-09-26 12:49:10 +13:00 |
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Aurélien Geron
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a5060da577
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Remove unused libraries
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2022-09-25 23:53:34 +13:00 |
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Aurélien Geron
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4ca56568ca
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Fix render code for LunarLander-v2
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2022-09-25 22:05:11 +13:00 |
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Aurélien Geron
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df58dd2a70
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Update gym to 0.26.1
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2022-09-25 21:43:17 +13:00 |
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Aurélien Geron
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a2dc617aa2
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Add comment on biased models
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2022-09-25 17:31:58 +13:00 |
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Aurélien Geron
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2228feb218
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Update gym library, and remove unneeded libraries for headless servers
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2022-09-24 12:23:42 +12:00 |
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Aurélien Geron
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3ade542ba5
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Use verbose=0 when using model.predict() many times
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2022-09-23 21:54:25 +12:00 |
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Aurélien Geron
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2339bb771b
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Fix links to Kaggle and Deepnote, and update chapter 17's title
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2022-09-23 12:36:09 +12:00 |
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Aurélien Geron
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17f4f27355
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Add missing statsmodels library for chapter 15
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2022-09-23 12:12:06 +12:00 |
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Aurélien Geron
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156a56cfcd
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Fix cropped images display since they are floats since TF 2.8
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2022-09-23 12:05:53 +12:00 |
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Aurélien Geron
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8c255153cf
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import from IPython.display instead of IPython.core.display
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2022-09-23 11:35:38 +12:00 |
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Aurélien Geron
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576cec95d9
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Fix get_feature_names_out for FunctionTransformer
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2022-09-23 10:06:07 +12:00 |
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Aurélien Geron
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0573deb5d3
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Use object instead of deprecated np.object
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2022-09-22 23:29:25 +12:00 |