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  • 07b8560867 Big update of notebook 8 for the 3rd edition Aurélien Geron 2021-11-22 21:36:00 +13:00
  • 4aeb5a92d4 Remove images/svm/README Aurélien Geron 2021-11-22 11:17:41 +13:00
  • 9733dae04e Replace .format with f-strings Aurélien Geron 2021-11-22 10:19:22 +13:00
  • 37abd9c4d5 Clarify the 'not in the book' comments, and rename decision_tree_instability_plot to decision_tree_high_variance_plot Aurélien Geron 2021-11-22 10:19:04 +13:00
  • 4eb68a8b7a Replace .format with f-strings Aurélien Geron 2021-11-22 10:18:02 +13:00
  • c4280cc354 Replace .format with f-strings Aurélien Geron 2021-11-22 10:17:46 +13:00
  • 599758a1bb No need to save cyprus_prediction_plot anymore, it's unused in the book Aurélien Geron 2021-11-22 10:16:27 +13:00
  • e86a80cfdf move images/distributed to images/deploy Aurélien Geron 2021-11-22 09:47:10 +13:00
  • 6465bc9907 Clarify the 'not in the book' comments Aurélien Geron 2021-11-21 18:04:07 +13:00
  • 7f0c64b0f4 Clarify the 'not in the book' comments Aurélien Geron 2021-11-21 17:55:56 +13:00
  • dc64daaf65 Clarify the 'not in the book' comments Aurélien Geron 2021-11-21 17:36:22 +13:00
  • 633436e8ae Clarify the 'not in the book' comments Aurélien Geron 2021-11-21 17:06:37 +13:00
  • c46123155d Clarify the 'not in the book' comments Aurélien Geron 2021-11-21 16:40:36 +13:00
  • 3e7fe8e2ff Improve 3D dataset and add missing random_state=42 for PCA in exercises Aurélien Geron 2021-11-19 23:36:04 +13:00
  • 6a4660de6f Big update of chapter 7 for the 3rd edition Aurélien Geron 2021-11-19 18:03:48 +13:00
  • ef27260251 Fix people_per_house feature name, and fix solution to last exercise Aurélien Geron 2021-11-15 20:56:11 +13:00
  • c658c2b07c Move StandardScalerClone inverse_transform and get_feature_names_out to exercise Aurélien Geron 2021-11-15 17:45:26 +13:00
  • 93676a4f23 Big update to notebook 06 for 3rd edition Aurélien Geron 2021-11-10 18:00:46 +13:00
  • 253e4e12a8 Improve colors of diagrams min_samples_leaf_plot and sensitivity_to_rotation_plot Aurélien Geron 2021-11-10 17:59:49 +13:00
  • 77da622124 Sync notebook 04 with book code Aurélien Geron 2021-11-10 17:58:42 +13:00
  • bac934811a Remove version from fetch_openml, and replace some_index with 0 Aurélien Geron 2021-11-10 17:57:26 +13:00
  • 787a34b574 Big update for the 3rd edition of the book Aurélien Geron 2021-11-08 17:24:30 +13:00
  • 0a34d0bd9c Add a bit of space right oy y label Aurélien Geron 2021-11-04 11:44:16 +13:00
  • 3b418d4c0b Big update for 3rd edition Aurélien Geron 2021-11-04 11:35:15 +13:00
  • a5c8164cc3 Sync notebook code examples with book Aurélien Geron 2021-11-03 15:54:29 +13:00
  • 640c549171 Sync notebook code examples with book Aurélien Geron 2021-11-03 15:53:04 +13:00
  • c4c60c5b2f Big update: chapter 3 updated for 3rd edition Aurélien Geron 2021-11-01 22:42:31 +13:00
  • 81407ede2b Replace np.round(a) with a.round(), and other similar changes Aurélien Geron 2021-11-01 14:42:42 +13:00
  • 76e8a7ec80 Leave labels as strings Aurélien Geron 2021-10-31 08:28:30 +13:00
  • 90ace1a01c Remove unneeded imports, remove verbose=3, reformat to fit 80 chars wide Aurélien Geron 2021-10-30 13:54:57 +13:00
  • ad7bf27fbf Big update: clean up notebook 03 Aurélien Geron 2021-10-29 18:03:30 +13:00
  • cc28ec3515 Remove scikit-learn html sections Aurélien Geron 2021-10-29 12:12:47 +13:00
  • 02e131ad04 Upgrade scikit-learn to 1.0.1, and remove note on atari_py since we use ale_py now Aurélien Geron 2021-10-29 09:36:29 +13:00
  • 06aa1f1dfb Clarify a few messages Aurélien Geron 2021-10-28 16:02:31 +13:00
  • b75811f999 BIG UPDATE: rewrote in large part for 3rd edition Aurélien Geron 2021-10-28 14:55:10 +13:00
  • b7416ca4bc %matplotlib inline is no longer needed Aurélien Geron 2021-10-20 19:07:34 +13:00
  • 519b3529d3 Clean up the beginning of the notebook Aurélien Geron 2021-10-20 18:39:09 +13:00
  • d225aff822 Encourage the user to skip to next chapter, this is just a teaser Aurélien Geron 2021-10-20 18:30:15 +13:00
  • 0e5e0212bb Remove redundant mpl.rc config Aurélien Geron 2021-10-20 15:09:58 +13:00
  • 4b5d49dfe5 Warn that install Box2D using pip requires swig and C++ build tools Aurélien Geron 2021-10-20 10:28:52 +13:00
  • 80a84ee160 Install box2d using conda, not pip Aurélien Geron 2021-10-20 10:08:39 +13:00
  • f57e80968d Clean code and set default font size Aurélien Geron 2021-10-19 23:15:36 +13:00
  • 4a2d0ea1ae Improve figure ridge_model_plot, and run the first cell again with lifesat.csv now partial Aurélien Geron 2021-10-19 13:24:41 +13:00
  • 84f173b600 Have lifesat_full.csv and lifesat.csv Aurélien Geron 2021-10-19 11:55:02 +13:00
  • 0b8a519395 Fix gym Atari ROMs Aurélien Geron 2021-10-18 16:30:03 +13:00
  • f8cf0148d2 Remove redundant ale-py Aurélien Geron 2021-10-18 16:24:32 +13:00
  • bbaf557c52 Gym now uses ale-py instead of atari-py Aurélien Geron 2021-10-18 16:23:59 +13:00
  • 97dd4d9da4 Fix 'Open in Kaggle' link Aurélien Geron 2021-10-18 14:07:25 +13:00
  • 90927494b4 Fix chapter numbers Aurélien Geron 2021-10-18 13:55:04 +13:00
  • de94d878d4 Fix AutoROM usage Aurélien Geron 2021-10-18 12:54:17 +13:00
  • 7c5bbf6c50 Fix off-by-one error, fixes #487 Aurélien Geron 2021-10-17 21:33:53 +13:00
  • 98f107eaa0 Auto download atari ROMs Aurélien Geron 2021-10-17 19:21:13 +13:00
  • dbaffa5e14 Remove 'from tensorflow import keras' Aurélien Geron 2021-10-17 15:06:01 +13:00
  • 9145dfbab1 Replace keras with tf.keras Aurélien Geron 2021-10-17 15:04:08 +13:00
  • 0253e950ea Comment out pyvirtualdisplay by default Aurélien Geron 2021-10-17 14:49:57 +13:00
  • aa319d94f0 Require and upgrade to Python 3.8 Aurélien Geron 2021-10-17 14:27:34 +13:00
  • 37df539ab1 upgrade atari_py Aurélien Geron 2021-10-16 21:53:44 +13:00
  • c96015c4e0 Separate the conflict solving section, and upgrade atari_py Aurélien Geron 2021-10-16 21:53:30 +13:00
  • 7e2b642ee8 Update to Python 3.8 Aurélien Geron 2021-10-16 18:14:20 +13:00
  • a655f25a65 Update chapter numbers after the SVM chapter goes online Aurélien Geron 2021-10-15 22:18:08 +13:00
  • ce4fccf74c Large change: Chapter 5 on SVMs moves online Aurélien Geron 2021-10-15 21:59:45 +13:00
  • 372ed05944 Remove lifesat.csv from .gitignore Aurélien Geron 2021-10-15 21:47:05 +13:00
  • fa1ae51184 Large change: replace os.path with pathlib, move to Python 3.7 Aurélien Geron 2021-10-15 21:46:27 +13:00
  • 1b16a81fe5 Set OneHotEncoder's handle_unknown='ignore' to avoid warnings Aurélien Geron 2021-10-11 20:51:34 +13:00
  • 4488c80cf0 Improve the solution to the Titanic exercise Aurélien Geron 2021-10-11 17:46:10 +13:00
  • 59c3a7f84d Add Titanic dataset Aurélien Geron 2021-10-11 17:29:41 +13:00
  • 35c84808ed Reduce polynomial degree from 60 to 30 to avoid infinity error since sklearn 1.0 Aurélien Geron 2021-10-11 09:29:04 +13:00
  • 59b6c5c72b Replace == with = for atari_py Aurélien Geron 2021-10-10 23:53:15 +13:00
  • 0d3829f2fc Update libraries to latest versions, including Sklearn 1.0 and TF 2.6 Aurélien Geron 2021-10-10 23:44:40 +13:00
  • 5822444ba7 Merge branch 'edition2' Aurélien Geron 2021-10-10 14:19:39 +13:00
  • 3f9ff484a6 Simplify plot_digits() and add comments, fixes #479 Aurélien Geron 2021-10-10 13:55:50 +13:00
  • afe7f381e7 Merge latest changes from edition2 Aurélien Geron 2021-10-10 10:56:30 +13:00
  • 495de15361 TF mostly fixed an issue so remove workaround for ReconstructingRegressor Aurélien Geron 2021-10-07 19:08:15 +13:00
  • fdb5d1695e Replace pip install mcpi with %pip which always installs in the right environment Aurélien Geron 2021-10-07 18:10:34 +13:00
  • b3081ceab6 Use cloned model when reusing a pretrained model, fixes #454 Aurélien Geron 2021-10-07 17:41:46 +13:00
  • c2a729d62d Merge branch 'master' of github.com:ageron/handson-ml2 into edition2 Aurélien Geron 2021-10-07 16:40:18 +13:00
  • aad6e5186a Target=blue dot, prediction=red cross, fixes #472 Aurélien Geron 2021-10-07 16:39:37 +13:00
  • 2a1ecfe560 Merge pull request #478 from jruales/patch-2 Aurélien Geron 2021-10-07 16:02:13 +13:00
  • 3831acbcd2 Revert changes to pmatrix, since it's unrelated Joaquín Ruales 2021-10-06 17:28:41 -07:00
  • 927aa58a88 Keep left-alignment of math step column Joaquín Ruales 2021-10-06 15:48:12 -07:00
  • a8f393cf34 Fix LaTeX in math_differential_calculus.ipynb Joaquín Ruales 2021-10-06 15:19:09 -07:00
  • 43f8795bcc Merge branch 'master' of github.com:ageron/handson-ml2 into edition2 Aurélien Geron 2021-10-06 19:14:26 +13:00
  • c14e87edc7 X_train, y_train instead of X, y, fixes #474 Aurélien Geron 2021-10-06 19:13:44 +13:00
  • 3f89676892 Improve alignment between notebook and book section headers Aurélien Geron 2021-10-03 23:05:49 +13:00
  • 6b821335c0 Add some section headers Aurélien Geron 2021-10-03 00:14:44 +13:00
  • 4a6b02a95f Fix some section levels Aurélien Geron 2021-10-02 22:40:18 +13:00
  • 2bd68d6348 Fix some section levels Aurélien Geron 2021-10-02 22:40:18 +13:00
  • 1069c513b7 Merge pull request #466 from austin-chan/master Aurélien Geron 2021-09-23 23:30:45 +12:00
  • 7fc088e23d Use atari_py version with ROMs Aurélien Geron 2021-09-21 16:41:01 +12:00
  • edecc171a2 Use atari_py==0.2.6, as later versions don't have ROMs Aurélien Geron 2021-09-21 16:37:29 +12:00
  • 5976ed3d1e Replace tfhub.dev/google/tf2-preview/nnlm-en-dim50/1 with tfhub.dev/google/nnlm-en-dim50/2 Aurélien Geron 2021-09-19 17:07:47 +12:00
  • e054967e8f Replace tfhub.dev/google/tf2-preview/nnlm-en-dim50/1 with tfhub.dev/google/nnlm-en-dim50/2 Aurélien Geron 2021-09-19 17:07:47 +12:00
  • 7616237b11 Merge pull request #465 from ageron/dependabot/pip/pillow-8.3.2 Aurélien Geron 2021-09-15 09:38:16 +12:00
  • 995a980df8 [Chapter 11] Text fix for l1 l2 regularization section austin-chan 2021-09-11 12:21:27 -07:00
  • f69cbc8d27 Bump pillow from 8.2.0 to 8.3.2 dependabot[bot] 2021-09-08 00:42:46 +00:00
  • 108fe1fa53 Replace lr with learning_rate in Keras optimizers, fixes #456 Aurélien Geron 2021-08-31 20:54:35 +12:00
  • 1568ac3b94 Merge branch 'master' of github.com:ageron/handson-ml2 Aurélien Geron 2021-08-27 15:47:19 +12:00
  • f239b55191 Update scikit-learn to 0.24.2 Aurélien Geron 2021-08-27 15:47:06 +12:00
  • 2ce72e4712 Merge pull request #462 from austin-chan/master Aurélien Geron 2021-08-26 18:38:43 +12:00
  • bb15e04c25 [Typo] Fix typo in Chapter 9 Olivetti faces exercise Austin Chan 2021-08-22 17:21:09 -07:00