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Author SHA1 Message Date
Peretz Cohen
e8d45fc314 Update 12_custom_models_and_training_with_tensorflow.ipynb 
add Open in Kaggle badge
 2021-05-24 20:08:03 -07:00
Peretz Cohen
51bfd5c4f2 Update 11_training_deep_neural_networks.ipynb 
add Open in Kaggle badge
 2021-05-24 20:01:17 -07:00
Peretz Cohen
856f2fe56f Update 10_neural_nets_with_keras.ipynb 
add Open in Kaggle badge
 2021-05-24 19:59:45 -07:00
Peretz Cohen
bb0087afcc Update 07_ensemble_learning_and_random_forests.ipynb 
add Open in Kaggle badge
 2021-05-24 19:47:05 -07:00
Peretz Cohen
88c65bc062 Update 06_decision_trees.ipynb 
add Open in Kaggle badge
 2021-05-24 19:46:01 -07:00
Aurélien Geron
c3020f1da5 Support running on Kaggle 2021-05-25 12:07:29 +12:00
Peretz Cohen
36344be3ad Update 05_support_vector_machines.ipynb 
add Open in Kaggle badge
 2021-05-24 15:41:26 -07:00
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