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  • d1a577314a Fix MyRNN shape issues, fixes #457 Aurélien Geron 2021-08-19 12:30:12 +12:00
  • 341d8fe792 Add explanations for the first convolutional layer example Aurélien Geron 2021-07-01 13:20:00 +12:00
  • 3dd82863d1 Add explanations for the models using the custom layers Aurélien Geron 2021-07-01 13:19:38 +12:00
  • 85c9d790ae Merge pull request #449 from gsundeep-tech/chapter_14/conv_example Aurélien Geron 2021-07-01 12:33:56 +12:00
  • 872abd822e Merge pull request #448 from gsundeep-tech/chapter_12/gaussian_layer Aurélien Geron 2021-07-01 12:32:36 +12:00
  • c6cc45733c Merge pull request #447 from gsundeep-tech/chapter_12/multi_layer Aurélien Geron 2021-07-01 12:29:21 +12:00
  • 6389f0142a convolution layer example fix gsundeep-tech 2021-06-24 10:45:35 +08:00
  • 757fb650a2 Adding example Gaussian Noise model gsundeep-tech 2021-06-24 10:14:34 +08:00
  • 90227672ad Removing dataset fetching code gsundeep-tech 2021-06-24 10:07:53 +08:00
  • 89cd351fe9 Chapter 12 Multi Layer Example gsundeep-tech 2021-06-24 10:03:01 +08:00
  • fd4c180f93 Bump tensorflow up to 2.4.2 Aurélien Geron 2021-06-24 10:25:57 +12:00
  • a104223459 Fix link to 'Deploying TF models to TFS' section Aurélien Geron 2021-06-24 10:19:17 +12:00
  • a7693be860 Merge pull request #445 from IvanKuchin/patch-1 Aurélien Geron 2021-06-24 10:12:40 +12:00
  • 3ea6a20b65 Update 19_training_and_deploying_at_scale.ipynb IvanKuchin 2021-06-19 13:29:19 -04:00
  • 1dd8cdf557 Merge pull request #442 from ageron/dependabot/pip/pillow-8.2.0 Aurélien Geron 2021-06-09 08:14:56 +12:00
  • 8dcbe727e1 Bump pillow from 8.1.2 to 8.2.0 dependabot[bot] 2021-06-08 19:32:50 +00:00
  • e5b5a39c49 Fix naive predictions to forecast multiple time steps, fixes #421 Aurélien Geron 2021-05-27 18:13:10 +12:00
  • 661d591b04 Clarify the Decision Tree instability section, fixes #422 Aurélien Geron 2021-05-27 17:05:34 +12:00
  • 07bc7aff0a Remove redundant code examples Aurélien Geron 2021-05-27 15:03:41 +12:00
  • 5d6fec78b5 Add syntax highlighting for code sample in Markdown Aurélien Geron 2021-05-27 14:58:49 +12:00
  • ee4befafaf Merge pull request #424 from amlan-dutta/master Aurélien Geron 2021-05-27 14:56:48 +12:00
  • 6dc55e93f4 Merge branch 'master' into master Aurélien Geron 2021-05-27 14:55:45 +12:00
  • 2330a4dea3 Remove dataset.repeat() and stop using steps_per_epoch when calling mode.fit(), fixes #431 Aurélien Geron 2021-05-26 15:41:56 +12:00
  • 1b96533668 Replace 'Open in Colab' button Aurélien Geron 2021-05-26 07:40:58 +12:00
  • 974c4fe858 Add 'Open in Kaggle' button Aurélien Geron 2021-05-26 07:31:19 +12:00
  • ad0aa8ebad Merge pull request #430 from pizzaz93/add-kaggle-badge Aurélien Geron 2021-05-26 07:23:33 +12:00
  • 9f00ded4bc Update 19_training_and_deploying_at_scale.ipynb Peretz Cohen 2021-05-25 11:19:22 -07:00
  • 51b01b6db4 Update 18_reinforcement_learning.ipynb Peretz Cohen 2021-05-25 11:19:02 -07:00
  • 82f490bd5a Update 16_nlp_with_rnns_and_attention.ipynb Peretz Cohen 2021-05-25 11:18:32 -07:00
  • 5d8d11371a Update 13_loading_and_preprocessing_data.ipynb Peretz Cohen 2021-05-25 11:18:00 -07:00
  • 7997b48184 Update 12_custom_models_and_training_with_tensorflow.ipynb Peretz Cohen 2021-05-25 11:17:24 -07:00
  • e8caf8f1f9 Update 11_training_deep_neural_networks.ipynb Peretz Cohen 2021-05-25 11:16:59 -07:00
  • 3b45ac2f2b Update 10_neural_nets_with_keras.ipynb Peretz Cohen 2021-05-25 11:16:28 -07:00
  • f6be22e83c Update 07_ensemble_learning_and_random_forests.ipynb Peretz Cohen 2021-05-25 11:15:57 -07:00
  • 406bde7398 Update 06_decision_trees.ipynb Peretz Cohen 2021-05-25 11:15:01 -07:00
  • 54c5c266bf Update 05_support_vector_machines.ipynb Peretz Cohen 2021-05-25 11:14:23 -07:00
  • 0b778ca6f8 Update 04_training_linear_models.ipynb Peretz Cohen 2021-05-25 11:13:40 -07:00
  • 83f64fbedf Update 03_classification.ipynb Peretz Cohen 2021-05-25 11:11:30 -07:00
  • 4eb3e7d947 Fix exercise 10.e: exclude the padding tokens when computing the mean of the word embeddings Aurélien Geron 2021-05-25 21:54:03 +12:00
  • 0bb2d2eab1 Update 07_ensemble_learning_and_random_forests.ipynb Peretz Cohen 2021-05-24 21:56:34 -07:00
  • 3a19eea146 Merge branch 'ageron:master' into add-kaggle-badge Peretz Cohen 2021-05-24 21:29:43 -07:00
  • 55efe472ba Update 04_training_linear_models.ipynb Peretz Cohen 2021-05-24 21:29:12 -07:00
  • ce4ccc47f0 Update 07_ensemble_learning_and_random_forests.ipynb Peretz Cohen 2021-05-24 20:54:57 -07:00
  • 216512072e Fix the link to nbviewer, and clarify github's notebook viewer limitations Aurélien Geron 2021-05-25 15:25:34 +12:00
  • 4b02bac9da Merge branch 'ageron:master' into add-kaggle-badge Peretz Cohen 2021-05-24 20:24:08 -07:00
  • 86455e6eb6 Update 19_training_and_deploying_at_scale.ipynb Peretz Cohen 2021-05-24 20:18:22 -07:00
  • 86d50828e2 Update 18_reinforcement_learning.ipynb Peretz Cohen 2021-05-24 20:17:10 -07:00
  • 0e164dc582 Update 16_nlp_with_rnns_and_attention.ipynb Peretz Cohen 2021-05-24 20:15:46 -07:00
  • 50da5ebb1a Update 13_loading_and_preprocessing_data.ipynb Peretz Cohen 2021-05-24 20:14:52 -07:00
  • 0af1cbf349 Fix the links to hosting services, and add Kaggle Aurélien Geron 2021-05-25 15:14:37 +12:00
  • e8d45fc314 Update 12_custom_models_and_training_with_tensorflow.ipynb Peretz Cohen 2021-05-24 20:08:03 -07:00
  • 51bfd5c4f2 Update 11_training_deep_neural_networks.ipynb Peretz Cohen 2021-05-24 20:01:17 -07:00
  • 856f2fe56f Update 10_neural_nets_with_keras.ipynb Peretz Cohen 2021-05-24 19:59:45 -07:00
  • bb0087afcc Update 07_ensemble_learning_and_random_forests.ipynb Peretz Cohen 2021-05-24 19:47:05 -07:00
  • 88c65bc062 Update 06_decision_trees.ipynb Peretz Cohen 2021-05-24 19:46:01 -07:00
  • c3020f1da5 Support running on Kaggle Aurélien Geron 2021-05-25 12:07:29 +12:00
  • 36344be3ad Update 05_support_vector_machines.ipynb Peretz Cohen 2021-05-24 15:41:26 -07:00
  • 1d6494d34c Update 04_training_linear_models.ipynb Peretz Cohen 2021-05-24 15:39:03 -07:00
  • a56acd04d7 Update 03_classification.ipynb Peretz Cohen 2021-05-24 15:37:24 -07:00
  • 91df81d6fd Update 01_the_machine_learning_landscape.ipynb Peretz Cohen 2021-05-19 16:09:54 -07:00
  • ae670cda67 k-Nearest Neighbors is added along with the Linear Regression model for example 1-1 Amlan Dutta 2021-05-04 21:58:54 +05:30
  • cbe47c65d5 Merge pull request #416 from edwinhung/typo-fixes Aurélien Geron 2021-04-09 19:39:02 +12:00
  • cc262dc8d2 fix typos in linear algebra tutorial Edwin 2021-04-08 14:06:07 -07:00
  • d603987a20 substract=>subtract, fixes https://github.com/ageron/handson-ml/issues/623 Aurélien Geron 2021-04-07 08:53:35 +12:00
  • df0ae93b76 Typo fix: how they works=>work Aurélien Geron 2021-03-29 18:44:42 +13:00
  • 2d818ab0b8 Add pointers to instructions for the exercise solutions Aurélien Geron 2021-03-27 18:14:18 +13:00
  • 81f97af161 Add ML project checklist Aurélien Geron 2021-03-24 20:53:26 +13:00
  • 24386b5f78 Remove redundant issue templates Aurélien Geron 2021-03-20 12:24:54 +13:00
  • 8b6e2921cd Update issue templates Aurélien Geron 2021-03-20 12:23:05 +13:00
  • b09d80a53c Reformat FAQ Aurélien Geron 2021-03-20 11:46:50 +13:00
  • ad922151b6 Add instructions to update to the latest version of this project Aurélien Geron 2021-03-20 11:41:32 +13:00
  • 58f006a72d Add Box2D for LunarLander-v2 exercise solution in chapter 18 Aurélien Geron 2021-03-20 11:23:53 +13:00
  • 90e53af92c Install gym[box2d] on Colab for LunarLander-v2 policy gradients exercise solution Aurélien Geron 2021-03-20 10:46:02 +13:00
  • 9af016e341 Remove redundant heading for LunarLander-v2 policy gradients exercise solution Aurélien Geron 2021-03-20 10:40:02 +13:00
  • cfd0837f5c Add LunarLander-v2 Policy Gradients exercise solution Aurélien Geron 2021-03-20 10:04:52 +13:00
  • 8cf72920b9 Upgrade Pillow library Aurélien Geron 2021-03-19 10:56:39 +13:00
  • 9d33d65ef0 logs["loss"] is the mean loss, not the batch loss anymore (since TF 2.2), fixes #188 Aurélien Geron 2021-03-19 10:50:13 +13:00
  • e9b5dce122 Fix auto-fire, add exercises, explain Space Invaders delta Aurélien Geron 2021-03-18 22:16:38 +13:00
  • 86702573c6 Remove old unused code, and clarify semantic hashing section, fixes #246 Aurélien Geron 2021-03-18 15:39:31 +13:00
  • 2f2f9c8dd3 Save positional_embedding_plot figure using save_fig() Aurélien Geron 2021-03-11 15:11:44 +13:00
  • b46db0e1a1 To get GPU acceleration with GRUs, do not use recurrent_dropout Aurélien Geron 2021-03-11 15:07:23 +13:00
  • d423e2254e Divide MSE_node by m_node in equation 6-4 Aurélien Geron 2021-03-10 18:45:05 +13:00
  • c98ee19363 Fix AtariPreprocessingWithAutoFire typo Aurélien Geron 2021-03-10 10:45:24 +13:00
  • e4bf060ea5 Merge branch 'master' of github.com:ageron/handson-ml2 Aurélien Geron 2021-03-10 09:17:50 +13:00
  • 7719ff276a Replace x0 with x'0 in right side of figure 5-2 Aurélien Geron 2021-03-10 09:15:59 +13:00
  • 4272b5313a Merge pull request #401 from gae7/ch_12 Aurélien Geron 2021-03-10 08:45:12 +13:00
  • b2d197711f Change np.fromfunction() example and fix typo in explanation, fixes #403 Aurélien Geron 2021-03-10 08:30:14 +13:00
  • f25c66cc3a Merge branch 'master' of github.com:ageron/handson-ml2 Aurélien Geron 2021-03-09 22:21:21 +13:00
  • dd94101c5d Speed up training: I tuned learning rate for DQN variants, and added auto-FIRE for Blockout. Fixes #117 Aurélien Geron 2021-03-09 22:21:08 +13:00
  • b3b1ed0a57 Merge pull request #402 from ll7/patch-1 Aurélien Geron 2021-03-09 21:19:13 +13:00
  • 7024fabc46 update environment gpu support ll7 2021-03-08 16:36:42 +01:00
  • dc584421f6 Update 12_custom_models_and_training_with_tensorflow.ipynb gae7 2021-03-07 11:25:47 +01:00
  • 80eec21242 Update the Docker image compressed sizes (shrunk by about 500MB each) Aurélien Geron 2021-03-07 10:35:31 +13:00
  • 0c17db555c Add a comment about apt clean Aurélien Geron 2021-03-06 20:35:57 +13:00
  • 9056707a18 Shrink the docker image size Aurélien Geron 2021-03-06 20:33:53 +13:00
  • d399affb5c Shrink the docker image size Aurélien Geron 2021-03-06 19:51:19 +13:00
  • 5da46e924c Add link to contributors Aurélien Geron 2021-03-05 23:27:05 +13:00
  • 15da7b4cee Update thanks Aurélien Geron 2021-03-05 23:25:20 +13:00
  • 7bcdff0d8f Update thanks Aurélien Geron 2021-03-05 23:22:49 +13:00
  • b59bd8c745 Simplify and organize the instructions Aurélien Geron 2021-03-05 23:03:23 +13:00