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921 Commits (e86a80cfdf7df0c2c31fa99b9ef3e5e2227ee68a)

Author SHA1 Message Date
Peretz Cohen 1d6494d34c Update 04_training_linear_models.ipynb 
add Open in Kaggle badge
 2021-05-24 15:39:03 -07:00
Peretz Cohen a56acd04d7 Update 03_classification.ipynb 
add Open in Kaggle badge
 2021-05-24 15:37:24 -07:00
Peretz Cohen 91df81d6fd Update 01_the_machine_learning_landscape.ipynb 
add Open in Kaggle badge
 2021-05-19 16:09:54 -07:00
Amlan Dutta ae670cda67 k-Nearest Neighbors is added along with the Linear Regression model for example 1-1 2021-05-04 21:58:54 +05:30
Aurélien Geron cbe47c65d5 Merge pull request #416 from edwinhung/typo-fixes 
Fixed typos in linear algebra tutorial
 2021-04-09 19:39:02 +12:00
Edwin cc262dc8d2 fix typos in linear algebra tutorial 2021-04-08 14:06:07 -07:00
Aurélien Geron d603987a20 substract=>subtract, fixes https://github.com/ageron/handson-ml/issues/623 2021-04-07 08:53:35 +12:00
Aurélien Geron df0ae93b76 Typo fix: how they works=>work 2021-03-29 18:44:42 +13:00
Aurélien Geron 2d818ab0b8 Add pointers to instructions for the exercise solutions 2021-03-27 18:14:18 +13:00
Aurélien Geron 81f97af161 Add ML project checklist 2021-03-24 20:53:26 +13:00
Aurélien Geron 24386b5f78 Remove redundant issue templates 2021-03-20 12:24:54 +13:00
Aurélien Geron 8b6e2921cd Update issue templates 
Create templates for bug reports, clarification requests and feature/improvement requests.
 2021-03-20 12:23:05 +13:00
Aurélien Geron b09d80a53c Reformat FAQ 2021-03-20 11:46:50 +13:00
Aurélien Geron ad922151b6 Add instructions to update to the latest version of this project 2021-03-20 11:41:32 +13:00
Aurélien Geron 58f006a72d Add Box2D for LunarLander-v2 exercise solution in chapter 18 2021-03-20 11:23:53 +13:00
Aurélien Geron 90e53af92c Install gym[box2d] on Colab for LunarLander-v2 policy gradients exercise solution 2021-03-20 10:46:02 +13:00
Aurélien Geron 9af016e341 Remove redundant heading for LunarLander-v2 policy gradients exercise solution 2021-03-20 10:40:02 +13:00
Aurélien Geron cfd0837f5c Add LunarLander-v2 Policy Gradients exercise solution 2021-03-20 10:04:52 +13:00
Aurélien Geron 8cf72920b9 Upgrade Pillow library 2021-03-19 10:56:39 +13:00
Aurélien Geron 9d33d65ef0 logs["loss"] is the mean loss, not the batch loss anymore (since TF 2.2), fixes #188 2021-03-19 10:50:13 +13:00
Aurélien Geron e9b5dce122 Fix auto-fire, add exercises, explain Space Invaders delta 2021-03-18 22:16:38 +13:00
Aurélien Geron 86702573c6 Remove old unused code, and clarify semantic hashing section, fixes #246 2021-03-18 15:39:31 +13:00
Aurélien Geron 2f2f9c8dd3 Save positional_embedding_plot figure using save_fig() 2021-03-11 15:11:44 +13:00
Aurélien Geron b46db0e1a1 To get GPU acceleration with GRUs, do not use recurrent_dropout 2021-03-11 15:07:23 +13:00
Aurélien Geron d423e2254e Divide MSE_node by m_node in equation 6-4 2021-03-10 18:45:05 +13:00
Aurélien Geron c98ee19363 Fix AtariPreprocessingWithAutoFire typo 2021-03-10 10:45:24 +13:00
Aurélien Geron e4bf060ea5 Merge branch 'master' of github.com:ageron/handson-ml2 2021-03-10 09:17:50 +13:00
Aurélien Geron 7719ff276a Replace x0 with x'0 in right side of figure 5-2 2021-03-10 09:17:15 +13:00
Aurélien Geron 4272b5313a Merge pull request #401 from gae7/ch_12 
Update 12_custom_models_and_training_with_tensorflow.ipynb
 2021-03-10 08:45:12 +13:00
Aurélien Geron b2d197711f Change np.fromfunction() example and fix typo in explanation, fixes #403 2021-03-10 08:30:14 +13:00
Aurélien Geron f25c66cc3a Merge branch 'master' of github.com:ageron/handson-ml2 2021-03-09 22:21:21 +13:00
Aurélien Geron dd94101c5d Speed up training: I tuned learning rate for DQN variants, and added auto-FIRE for Blockout. Fixes #117 2021-03-09 22:21:08 +13:00
Aurélien Geron b3b1ed0a57 Merge pull request #402 from ll7/patch-1 
update environment gpu support
 2021-03-09 21:19:13 +13:00
ll7 7024fabc46 update environment gpu support 
The docker-compose was described with an old envirnoment file?
 2021-03-08 16:36:42 +01:00
gae7 dc584421f6 Update 12_custom_models_and_training_with_tensorflow.ipynb 2021-03-07 11:25:47 +01:00
Aurélien Geron 80eec21242 Update the Docker image compressed sizes (shrunk by about 500MB each) 2021-03-07 10:35:58 +13:00
Aurélien Geron 0c17db555c Add a comment about apt clean 2021-03-06 20:35:57 +13:00
Aurélien Geron 9056707a18 Shrink the docker image size 2021-03-06 20:33:53 +13:00
Aurélien Geron d399affb5c Shrink the docker image size 2021-03-06 19:51:19 +13:00
Aurélien Geron 5da46e924c Add link to contributors 2021-03-05 23:27:05 +13:00
Aurélien Geron 15da7b4cee Update thanks 2021-03-05 23:25:20 +13:00
Aurélien Geron 7bcdff0d8f Update thanks 2021-03-05 23:22:49 +13:00
Aurélien Geron b59bd8c745 Simplify and organize the instructions 2021-03-05 23:03:23 +13:00
Aurélien Geron 931c2c9558 Clarify the Docker documentation, in particular for GPU support 2021-03-05 22:37:37 +13:00
Aurélien Geron 1de2af7739 Remove the need to tag after pull 2021-03-05 18:49:37 +13:00
Aurélien Geron 2c4b4ad0dd Merge branch 'master' of github.com:ageron/handson-ml2 2021-03-05 18:47:53 +13:00
Aurélien Geron 05d2c1ea9b Remove the need to tag after pull 2021-03-05 18:47:37 +13:00
Aurélien Geron e96e10c7f2 Add info to pull GPU image from Docker Hub 2021-03-05 17:33:59 +13:00
Aurélien Geron e10a807907 Set max_features="sqrt" in Decision Tree rather than BaggingClassifier 2021-03-04 23:06:21 +13:00
Aurélien Geron 33f9ff10b4 Use default splitter="best" instead of splitter="random", fixes #340 2021-03-04 15:17:19 +13:00