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e0f7342083
Project Creation
2024-10-03 10:34:08 +0200
d2b4c73e97
Update code to latest version of Pandas, fixes #633
2024-06-05 11:12:39 +1200
94b9351584
Merge branch 'main' of github.com:ageron/handson-ml3
2024-06-03 23:39:37 +1200
dceec95323
Add notebook extra_ann_architectures.ipynb
2024-06-03 23:39:00 +1200
051a697f80
Merge pull request #126 from dlams/main
2024-05-31 18:02:25 +1200
8b03c0cab2
Fix typo in docker/README.md
2024-03-20 11:18:00 +0900
4e055a121d
Reverse increasing/decreasing learning rate in solution to exercises 6 and 7, fixes #117
2024-02-01 11:51:55 +1300
c2d5a87137
Rename svm_clf to svm_reg in chapter 5 exercise, fixes #120
2024-02-01 09:17:56 +1300
123a9a1b38
Replace jupyter notebook with jupyter lab in docker-compose.yml
2024-01-30 21:09:47 +1300
98929ef528
Replace gym with gymnasium
2024-01-30 18:06:36 +1300
4f5aa43f92
Remove a warning when computing left_proba
2024-01-19 19:01:59 +1300
b2a2533543
Replace OpenAI Gym with Gymnasium and fix box-2d installation bug
2024-01-18 22:05:41 +1300
1f8c9df846
Do not reuse optimizer from previous model
2024-01-10 19:15:03 +1300
856d7de430
Remove tensorboard.dev code examples since the service will shut down in December 2023
2023-11-17 10:30:44 +1300
873e1a986c
Add missing math import and n_epochs = 20
2023-11-15 21:23:37 +1300
b38aff05a3
Reorganize the scheduler section to focus on Keras schedulers
2023-11-15 18:29:39 +1300
a5baa85363
Set dual=True in LinearSVC and LinearSVR to avoid warning
2023-11-14 21:34:06 +1300
de0eb33694
Use AdamW from tf.keras.optimizers instead of TensorFlow-Addons
2023-11-14 18:20:45 +1300
bde6c1704e
Update libraries
2023-11-14 18:09:29 +1300
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 +1300
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 +1300
4dc4a21367
Fix typo
2023-11-14 15:28:44 +1300
1cf75d217b
Set n_init explicitly when creating KMeans or MiniBatchKMeans, to avoid warning
2023-11-14 15:09:10 +1300
9b2c0e81c8
Rename sparse to sparse_output in OneHotEncoder
2023-11-14 13:55:13 +1300
c919a818f5
Add parser='auto' to fetch_openml(), and normalized_stress=False to MDS(), to avoid warnings
2023-11-14 13:38:44 +1300
d67673a290
Add dual=True to LinearSVC and parser='auto' to fetch_openml
2023-11-14 12:57:41 +1300
e31ce8a44c
Replace float('inf') with large value 1e100 since inf now causes an error
2023-11-14 11:55:40 +1300
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 +1200
a858c72c76
Merge branch 'main' of github.com:ageron/handson-ml3
2023-02-18 21:47:07 +1300
ec67c6962c
Rename scipy.stats.reciprocal with loguniform, fixes #44
2023-02-18 21:46:54 +1300
0b67623d55
Merge pull request #46 from rickiepark/main
2023-02-18 21:31:05 +1300
14c50b771a
change `pandas_in_out=True` to `transform_output="pandas"`
2023-02-17 14:14:54 +0900
2f8f998165
Fix determinant description to match the example
2023-02-04 18:32:14 +1300
af751a4b2d
Thanks to Google for the GCP credits
2023-01-06 13:42:24 +1300
72a5466408
Clarify which sections are now online
2022-10-20 18:58:10 +1300
1b375f40f6
Remove changes_in_2nd_edition.md, available in ageron/handson-ml2
2022-10-20 18:50:45 +1300
0e9a3d7826
Merge branch 'main' of github.com:ageron/handson-ml3
2022-10-20 18:48:43 +1300
3db22ce4f1
Add CHANGES.md which describes changes between the 2nd and 3rd editions
2022-10-20 18:48:26 +1300
686a549ca4
Merge pull request #17 from vi3itor/ch7-errata
2022-09-29 21:31:02 +1300
b667f5b94a
Merge branch 'main' of github.com:ageron/handson-ml3
2022-09-28 11:16:38 +1300
4c755f6483
Add ffmpeg to generate video animations in the matplotlib tutorial
2022-09-28 11:12:51 +1300
300e697004
Merge pull request #20 from GarrettJenkinson/patch-1
2022-09-27 16:12:00 +1300
e8429dc540
Update Dockerfiles to latest versions
2022-09-26 23:13:07 +1300
827ab1e07b
Improve page format
2022-09-26 12:54:26 +1300
b538ab017d
Recommend using Colab (provides free GPU and TPU, and fully tested with these notebooks)
2022-09-26 12:49:10 +1300
a5060da577
Remove unused libraries
2022-09-25 23:53:34 +1300
4ca56568ca
Fix render code for LunarLander-v2
2022-09-25 22:05:11 +1300
df58dd2a70
Update gym to 0.26.1
2022-09-25 21:43:17 +1300
a2dc617aa2
Add comment on biased models
2022-09-25 17:31:58 +1300
2228feb218
Update gym library, and remove unneeded libraries for headless servers
2022-09-24 12:23:42 +1200
3ade542ba5
Use verbose=0 when using model.predict() many times
2022-09-23 21:54:25 +1200
2339bb771b
Fix links to Kaggle and Deepnote, and update chapter 17's title
2022-09-23 12:36:09 +1200
17f4f27355
Add missing statsmodels library for chapter 15
2022-09-23 12:12:06 +1200
156a56cfcd
Fix cropped images display since they are floats since TF 2.8
2022-09-23 12:05:53 +1200
8c255153cf
import from IPython.display instead of IPython.core.display
2022-09-23 11:35:38 +1200
576cec95d9
Fix get_feature_names_out for FunctionTransformer
2022-09-23 10:06:07 +1200
0573deb5d3
Use object instead of deprecated np.object
2022-09-22 23:29:25 +1200
c9e108fde1
Use object instead of deprecated np.object
2022-09-22 23:29:04 +1200
79ce441212
Update lib versions and add pydot, fixes #29
2022-09-22 19:14:01 +1200
de0f184265
Fix statefull RNN's validation set range
2022-09-12 11:48:12 +1200
7a551f5fb1
Replace HDF5 with TF format
2022-09-12 11:47:36 +1200
ace7a972b9
Replace HDF5 with TF format
2022-09-12 11:46:42 +1200
81601cedf3
Merge branch 'main' of github.com:ageron/handson-ml3
2022-09-12 11:45:35 +1200
2855982461
Replace housing.loc[train_index] with housing.iloc[train_index]
2022-09-05 17:07:10 +1200
bdd246bf07
Fixing wide-and-deep to use normalized inputs
2022-06-27 09:27:51 -0500
eabcc492aa
Merge pull request #18 from vi3itor/ch8-errata
2022-06-15 14:16:17 +1200
38b40643d8
Improve comments and fix typo
2022-06-14 14:47:11 +0900
9869145a7d
Update score outputs for Ex. 8 and 9
2022-06-10 17:45:37 +0900
b58103e9c6
Clarify comments, fix typo
2022-06-10 17:29:59 +0900
cbffd5eb92
Thanks to Victor Khaustov
2022-06-02 10:04:35 +1200
27f9d4f11e
Merge pull request #14 from vi3itor/ch4-errata
2022-06-02 10:02:00 +1200
e3d9132afc
Merge pull request #16 from vi3itor/ch6-errata
2022-06-02 09:56:05 +1200
2c61add90f
Fix Big O notation and log base in ex. 5 solution
2022-06-01 18:15:06 +0900
4a06d1ab77
Merge pull request #15 from vi3itor/ch5-errata
2022-05-31 22:50:55 +1200
1cdc1b7178
Correct preposition
2022-05-31 17:04:55 +0900
f32ce273d2
Fix typos and remove unused args in plot.grid()
2022-05-31 16:51:50 +0900
7fe396ef92
Fix figure numbering and correct typos
2022-05-24 21:37:17 +0900
b2103e953a
Merge branch 'main' of github.com:ageron/handson-ml3
2022-05-23 22:28:39 +1200
0128208dad
Replace book image with image of 3rd edition (early release)
2022-05-23 14:22:06 +1200
44f2c3f8d5
Merge pull request #13 from vi3itor/math-diff-calc
2022-05-22 09:57:47 +1200
3a3932f9bd
Fix sin function
2022-05-21 13:21:58 +0900
42525c610c
Update differential calculus tutorial
2022-05-20 13:17:31 +0900
609ca0bcb0
Merge pull request #12 from vi3itor/update-math-la
2022-05-19 15:41:22 +1200
f122f5ac70
Fix diff conflict
2022-05-18 18:51:32 +0900
413507a23c
Fix image metadata
2022-05-18 18:25:08 +0900
bebc0700d9
Update README.md
2022-05-18 17:54:39 +0900
03cadf00ca
Update linear algebra tutorial
2022-05-18 17:20:41 +0900
830eecfb43
Merge branch 'main' of github.com:ageron/handson-ml3
2022-05-18 15:46:37 +1200
4024fbc40d
Add n_jobs=-1 for the BaggingClassifier
2022-05-18 15:46:28 +1200
6cab5b4a40
Merge pull request #11 from vi3itor/update-pandas-tutorial
2022-05-18 09:07:23 +1200
10a2b8fc1a
Update pandas tutorial
2022-05-17 16:01:51 +0900
cf964f0303
Merge pull request #10 from vi3itor/update-matplotlib-tutorial
2022-05-17 11:05:36 +1200
cd69d7cc1c
Update matplotlib tutorial
2022-05-16 19:31:12 +0900
93e06ef6fc
Merge pull request #9 from vi3itor/fix-tools-numpy
2022-05-14 10:08:51 +1200
8dcd85ead2
Remove redundant parentheses
2022-05-13 19:05:00 +0900
0ee2d2d626
Remove unnecessary comma
2022-05-13 18:28:52 +0900
507505743f
Fix diff conflict
2022-05-13 18:24:04 +0900
b2ba41f05a
Update docs links and correct typos in tools_numpy
2022-05-13 18:15:41 +0900
d07f0ec46c
Merge pull request #7 from vi3itor/ch3-errata
2022-05-13 17:47:45 +1200
96712facfb
Merge pull request #8 from vi3itor/ml-checklist-typos
2022-05-13 17:44:19 +1200
DotNaos