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Author SHA1 Message Date
Aurélien Geron ce4fccf74c Large change: Chapter 5 on SVMs moves online 2021-10-15 21:59:45 +13:00
Aurélien Geron 372ed05944 Remove lifesat.csv from .gitignore 2021-10-15 21:47:05 +13:00
Aurélien Geron fa1ae51184 Large change: replace os.path with pathlib, move to Python 3.7 2021-10-15 21:46:27 +13:00
Aurélien Geron 1b16a81fe5 Set OneHotEncoder's handle_unknown='ignore' to avoid warnings 2021-10-11 21:05:55 +13:00
Aurélien Geron 4488c80cf0 Improve the solution to the Titanic exercise 2021-10-11 21:05:48 +13:00
Aurélien Geron 59c3a7f84d Add Titanic dataset 2021-10-11 21:05:38 +13:00
Aurélien Geron 35c84808ed Reduce polynomial degree from 60 to 30 to avoid infinity error since sklearn 1.0 2021-10-11 10:20:57 +13:00
Aurélien Geron 59b6c5c72b Replace == with = for atari_py 2021-10-10 23:53:15 +13:00
Aurélien Geron 0d3829f2fc Update libraries to latest versions, including Sklearn 1.0 and TF 2.6 2021-10-10 23:44:40 +13:00
Aurélien Geron 5822444ba7 Merge branch 'edition2' 2021-10-10 14:19:39 +13:00
Aurélien Geron 3f9ff484a6 Simplify plot_digits() and add comments, fixes #479 2021-10-10 13:55:50 +13:00
Aurélien Geron afe7f381e7 Merge latest changes from edition2 2021-10-10 10:56:30 +13:00
Aurélien Geron 495de15361 TF mostly fixed an issue so remove workaround for ReconstructingRegressor 2021-10-07 19:08:15 +13:00
Aurélien Geron fdb5d1695e Replace pip install mcpi with %pip which always installs in the right environment 2021-10-07 18:10:34 +13:00
Aurélien Geron b3081ceab6 Use cloned model when reusing a pretrained model, fixes #454 2021-10-07 17:41:46 +13:00
Aurélien Geron c2a729d62d Merge branch 'master' of github.com:ageron/handson-ml2 into edition2 2021-10-07 16:40:18 +13:00
Aurélien Geron aad6e5186a Target=blue dot, prediction=red cross, fixes #472 2021-10-07 16:39:37 +13:00
Aurélien Geron 2a1ecfe560 Merge pull request #478 from jruales/patch-2 
Fix LaTeX in math_differential_calculus.ipynb
 2021-10-07 16:02:13 +13:00
Joaquín Ruales 3831acbcd2 Revert changes to pmatrix, since it's unrelated 2021-10-06 17:28:41 -07:00
Joaquín Ruales 927aa58a88 Keep left-alignment of math step column 2021-10-06 15:48:12 -07:00
Joaquín Ruales a8f393cf34 Fix LaTeX in math_differential_calculus.ipynb 2021-10-06 15:19:09 -07:00
Aurélien Geron 43f8795bcc Merge branch 'master' of github.com:ageron/handson-ml2 into edition2 2021-10-06 19:14:26 +13:00
Aurélien Geron c14e87edc7 X_train, y_train instead of X, y, fixes #474 2021-10-06 19:13:44 +13:00
Aurélien Geron 3f89676892 Improve alignment between notebook and book section headers 2021-10-03 23:05:49 +13:00
Aurélien Geron 6b821335c0 Add some section headers 2021-10-03 00:14:44 +13:00
Aurélien Geron 4a6b02a95f Fix some section levels 2021-10-02 22:40:40 +13:00
Aurélien Geron 2bd68d6348 Fix some section levels 2021-10-02 22:40:18 +13:00
Aurélien Geron 1069c513b7 Merge pull request #466 from austin-chan/master 
[Chapter 11] Fix text for L1 L2 regularization section
 2021-09-23 23:30:45 +12:00
Aurélien Geron 7fc088e23d Use atari_py version with ROMs 2021-09-21 16:41:01 +12:00
Aurélien Geron edecc171a2 Use atari_py==0.2.6, as later versions don't have ROMs 2021-09-21 16:37:29 +12:00
Aurélien Geron 5976ed3d1e Replace tfhub.dev/google/tf2-preview/nnlm-en-dim50/1 with tfhub.dev/google/nnlm-en-dim50/2 2021-09-19 17:08:41 +12:00
Aurélien Geron e054967e8f Replace tfhub.dev/google/tf2-preview/nnlm-en-dim50/1 with tfhub.dev/google/nnlm-en-dim50/2 2021-09-19 17:07:47 +12:00
Aurélien Geron 7616237b11 Merge pull request #465 from ageron/dependabot/pip/pillow-8.3.2 
Bump pillow from 8.2.0 to 8.3.2
 2021-09-15 09:38:16 +12:00
austin-chan 995a980df8 [Chapter 11] Text fix for l1 l2 regularization section 2021-09-11 12:21:27 -07:00
dependabot[bot] f69cbc8d27 Bump pillow from 8.2.0 to 8.3.2 
Bumps [pillow](https://github.com/python-pillow/Pillow) from 8.2.0 to 8.3.2.
- [Release notes](https://github.com/python-pillow/Pillow/releases)
- [Changelog](https://github.com/python-pillow/Pillow/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-pillow/Pillow/compare/8.2.0...8.3.2)

---
updated-dependencies:
- dependency-name: pillow
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
 2021-09-08 00:42:46 +00:00
Aurélien Geron 108fe1fa53 Replace lr with learning_rate in Keras optimizers, fixes #456 2021-08-31 20:54:35 +12:00
Aurélien Geron 1568ac3b94 Merge branch 'master' of github.com:ageron/handson-ml2 2021-08-27 15:47:19 +12:00
Aurélien Geron f239b55191 Update scikit-learn to 0.24.2 2021-08-27 15:47:06 +12:00
Aurélien Geron 2ce72e4712 Merge pull request #462 from austin-chan/master 
[Typo] Fix typo in Chapter 9 Olivetti faces exercise
 2021-08-26 18:38:43 +12:00
Austin Chan bb15e04c25 [Typo] Fix typo in Chapter 9 Olivetti faces exercise 2021-08-22 17:21:09 -07:00
Aurélien Geron d1a577314a Fix MyRNN shape issues, fixes #457 2021-08-19 12:30:12 +12:00
Aurélien Geron 341d8fe792 Add explanations for the first convolutional layer example 2021-07-01 13:20:00 +12:00
Aurélien Geron 3dd82863d1 Add explanations for the models using the custom layers 2021-07-01 13:19:38 +12:00
Aurélien Geron 85c9d790ae Merge pull request #449 from gsundeep-tech/chapter_14/conv_example 
Chapter 14: Convolution layer example fix
 2021-07-01 12:33:56 +12:00
Aurélien Geron 872abd822e Merge pull request #448 from gsundeep-tech/chapter_12/gaussian_layer 
Chapter 12: Gaussian Noise Custom Layer Example
 2021-07-01 12:32:36 +12:00
Aurélien Geron c6cc45733c Merge pull request #447 from gsundeep-tech/chapter_12/multi_layer 
Chapter 12: multi output custom layer example
 2021-07-01 12:29:21 +12:00
gsundeep-tech 6389f0142a convolution layer example fix 2021-06-24 10:45:35 +08:00
gsundeep-tech 757fb650a2 Adding example Gaussian Noise model 2021-06-24 10:14:34 +08:00
gsundeep-tech 90227672ad Removing dataset fetching code 2021-06-24 10:07:53 +08:00
gsundeep-tech 89cd351fe9 Chapter 12 Multi Layer Example 2021-06-24 10:03:01 +08:00