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421 Commits (e8ed65eac6afb6c31db270eb25712b1f9fa98d80)

Author SHA1 Message Date
Aurélien Geron e8ed65eac6 Update index.ipynb with chapters 8 to 13 2019-03-15 23:41:04 +08:00
Aurélien Geron 2f78d1f1e5 Add tf datasets, tf hub, tf probability and tf transform to requirements 2019-03-15 12:07:50 +08:00
Aurélien Geron 990fb1a453 Add notebook for chapter 13, loading and preprocessing data 2019-03-14 09:15:09 +08:00
Aurélien Geron af3f11dbc9 Add chapter 12 notebook 2019-03-05 19:46:03 +08:00
Aurélien Geron e938df8fb9 Add kwargs to constructor of custom model 2019-02-28 19:48:50 +08:00
Aurélien Geron ed5c7d6db8 Add MC Dropout, finish chapter 2019-02-28 19:48:06 +08:00
Aurélien Geron 6bc603b508 Move 13_deep_learning.ipynb to 11_deep_learning.ipynb 2019-02-17 20:31:59 +08:00
Aurélien Geron 802a2a7887 Update deep learning chapter to tf.keras, add SELU and more 2019-02-17 20:31:28 +08:00
Aurélien Geron 8d6a55f32c TensorFlow 2 preview is now has tf.__version__ >= "2.0" 2019-02-12 20:32:58 +08:00
Aurélien Geron bc01f44075 Add additional instructions for hosted services 2019-01-24 10:29:58 +08:00
Aurélien Geron 90e3175c7d Remove warnings about old 1st edition code changes 2019-01-22 16:54:47 +08:00
Aurélien Geron 0e5f18997c Remove jupyter extensions, make nbdime optional, and only install tf-nightly-2.0-preview, not gpu version 2019-01-22 12:44:04 +08:00
Aurélien Geron ef67090d71 Update index.ipynb to point to the updated usage instructions, and remove Jupyter extensions 2019-01-22 12:42:23 +08:00
Aurélien Geron c0690a9acc %cd instead of %mv 2019-01-22 12:31:36 +08:00
Aurélien Geron b3a61cddce Simplify README.md, add links to binder, deepnotes and colab, and move installation details to INSTALL.md 2019-01-22 12:30:13 +08:00
Aurélien Geron 1a6bb0b199 Create image directory and check for sklearn >= 0.20 2019-01-21 18:42:31 +08:00
Aurélien Geron b546b743be Create image directory and check for sklearn >= 0.20 and TensorFlow >= 2.0-preview 2019-01-21 18:13:10 +08:00
Aurélien Geron 6b8dff91d0 Update all notebooks assuming we are all in the future now: sklearn 0.20+, python 3.5+, TF 2.0 preview 2019-01-18 23:08:37 +08:00
Aurélien Geron 10c432a997 Drop Python 2 (woohoo!) and import matplotlib as mpl 2019-01-16 23:42:53 +08:00
Aurélien Geron d2518a679b Drop Python 2 (woohoo!) and import matplotlib as mpl 2019-01-16 23:42:00 +08:00
Aurélien Geron ca6eb8c147 Add chapter 10 - neural nets with Keras 2019-01-16 23:37:12 +08:00
Aurélien Geron 2b9bb9bee9 Split ch08 into ch08 and ch09 2019-01-15 12:36:29 +08:00
Aurélien Geron 23a9498e94 Update README.md, index.ipynb and delete tensorflow_graph_in_jupyter.py 2019-01-08 12:23:20 +08:00
Aurélien Geron 02763e43b9 Move TF notebooks to /work_in_progress and delete 09 and 12 which need a complete rewrite 2019-01-08 12:00:32 +08:00
Aurélien Geron 40ac161744 Merge branch 'master' of /Users/ageron/dev/py/ml/ml-notebooks1 2018-12-27 12:59:02 +08:00
Aurélien Geron e90459c24c Fix sigmoid activation function name 2018-12-27 12:56:48 +08:00
Aurélien Geron 9baa2f8759 Rename notebook to Unsupervised Learning 2018-12-26 12:39:24 +08:00
Aurélien Geron 904511b035 Merge branch 'master' of /Users/ageron/dev/py/ml/ml-notebooks1 2018-12-26 12:38:05 +08:00
Aurélien Geron 39a28f767c Remove workaround for matplotlib 3D issue since it only affected 3.0.0 2018-12-26 12:37:50 +08:00
Aurélien Geron fef2d70f24 Merge branch 'master' of /Users/ageron/dev/py/ml/ml-notebooks1 2018-12-26 12:04:53 +08:00
Aurélien Geron 2492b51cab Remove unused cells at the end of the notebook 2018-12-26 12:04:18 +08:00
Aurélien Geron d8872915e9 Delete notebooks for chapters 9 and 12 as they will be completely rewritten 2018-12-26 11:48:28 +08:00
Aurélien Geron ee5c0ee213 Rename chapter 8 to 'unsupervised learning' 2018-12-26 11:45:36 +08:00
Aurélien Geron da5b935022 Use tf.nn.rnn_cell rather than tf.contrib.rnn 2018-12-25 21:54:14 +08:00
Aurélien Geron e5fab6d604 Use Keras load_data() to load MNIST, rather than the deprecated read_datasets() 2018-12-25 19:48:05 +08:00
Aurélien Geron ad125bbdba Add hyperparameters to remove warnings, and sync comments with results 2018-12-25 15:34:36 +08:00
Aurélien Geron d0e489afa4 Update requirements.txt to latest version of each library 2018-12-22 12:50:20 +08:00
Aurélien Geron 8b93240d30 Update requirements.txt to latest version of each library 2018-12-22 12:48:39 +08:00
Aurélien Geron 325fb2b9d4 Set tol=-np.infty to avoid a warning 2018-12-21 11:53:42 +08:00
Aurélien Geron 95e3fbade3 Add note about TensorFlow and Python 3.7 compatibility coming soon, fixes #319 2018-12-21 11:06:15 +08:00
Aurélien Geron 210f845f81 Merge branch 'master' of github.com:ageron/handson-ml 2018-12-21 10:18:37 +08:00
Aurélien Geron b54ee1b608 Update notebooks 1 to 8 to latest library versions (in particular Scikit-Learn 0.20) 2018-12-21 10:18:31 +08:00
Aurélien Geron 83d01268dc Replace `source activate` with `conda activate` 
Fixes #331
 2018-12-19 11:54:11 +08:00
Aurélien Geron f1522c0d6e Merge pull request #328 from AidanCooper/ch11_typo 
Ch. 11: Add missing variable
 2018-12-19 11:31:56 +08:00
Aurélien Geron d4aabc3fac Merge pull request #317 from CezCz/fix-jupyter 
fixing breaking change introduced by jupyter minor version update
 2018-12-02 16:49:41 +13:00
Aurélien Geron fa0c676b6b Merge pull request #314 from lvnilesh/patch-3 
Persist after reboot
 2018-12-02 16:48:12 +13:00
Aurélien Geron 792a3be340 Merge pull request #307 from lvnilesh/patch-2 
pinning to a known good version
 2018-12-02 16:46:06 +13:00
Aidan Cooper 120a9e1e99 Update 11_deep_learning.ipynb 2018-12-01 15:40:53 +00:00
Cezary Czernecki d639b907c2 fixing breaking change introduced by jupyter minor version update 2018-11-03 20:18:47 +01:00
Nilesh Londhe 92466db639 Update docker-compose.yml 2018-10-23 20:05:42 -07:00