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1dd8cdf557
Merge pull request #442 from ageron/dependabot/pip/pillow-8.2.0
2021-06-09 08:14:56 +1200
8dcbe727e1
Bump pillow from 8.1.2 to 8.2.0
2021-06-08 19:32:50 +0000
e5b5a39c49
Fix naive predictions to forecast multiple time steps, fixes #421
2021-05-27 18:13:10 +1200
661d591b04
Clarify the Decision Tree instability section, fixes #422
2021-05-27 17:05:34 +1200
07bc7aff0a
Remove redundant code examples
2021-05-27 15:03:41 +1200
5d6fec78b5
Add syntax highlighting for code sample in Markdown
2021-05-27 14:58:49 +1200
ee4befafaf
Merge pull request #424 from amlan-dutta/master
2021-05-27 14:56:48 +1200
6dc55e93f4
Merge branch 'master' into master
2021-05-27 14:55:45 +1200
2330a4dea3
Remove dataset.repeat() and stop using steps_per_epoch when calling mode.fit(), fixes #431
2021-05-26 15:41:56 +1200
1b96533668
Replace 'Open in Colab' button
2021-05-26 07:40:58 +1200
974c4fe858
Add 'Open in Kaggle' button
2021-05-26 07:31:19 +1200
ad0aa8ebad
Merge pull request #430 from pizzaz93/add-kaggle-badge
2021-05-26 07:23:33 +1200
9f00ded4bc
Update 19_training_and_deploying_at_scale.ipynb
2021-05-25 11:19:22 -0700
51b01b6db4
Update 18_reinforcement_learning.ipynb
2021-05-25 11:19:02 -0700
82f490bd5a
Update 16_nlp_with_rnns_and_attention.ipynb
2021-05-25 11:18:32 -0700
5d8d11371a
Update 13_loading_and_preprocessing_data.ipynb
2021-05-25 11:18:00 -0700
7997b48184
Update 12_custom_models_and_training_with_tensorflow.ipynb
2021-05-25 11:17:24 -0700
e8caf8f1f9
Update 11_training_deep_neural_networks.ipynb
2021-05-25 11:16:59 -0700
3b45ac2f2b
Update 10_neural_nets_with_keras.ipynb
2021-05-25 11:16:28 -0700
f6be22e83c
Update 07_ensemble_learning_and_random_forests.ipynb
2021-05-25 11:15:57 -0700
406bde7398
Update 06_decision_trees.ipynb
2021-05-25 11:15:01 -0700
54c5c266bf
Update 05_support_vector_machines.ipynb
2021-05-25 11:14:23 -0700
0b778ca6f8
Update 04_training_linear_models.ipynb
2021-05-25 11:13:40 -0700
83f64fbedf
Update 03_classification.ipynb
2021-05-25 11:11:30 -0700
4eb3e7d947
Fix exercise 10.e: exclude the padding tokens when computing the mean of the word embeddings
2021-05-25 21:54:03 +1200
0bb2d2eab1
Update 07_ensemble_learning_and_random_forests.ipynb
2021-05-24 21:56:34 -0700
3a19eea146
Merge branch 'ageron:master' into add-kaggle-badge
2021-05-24 21:29:43 -0700
55efe472ba
Update 04_training_linear_models.ipynb
2021-05-24 21:29:12 -0700
ce4ccc47f0
Update 07_ensemble_learning_and_random_forests.ipynb
2021-05-24 20:54:57 -0700
216512072e
Fix the link to nbviewer, and clarify github's notebook viewer limitations
2021-05-25 15:25:34 +1200
4b02bac9da
Merge branch 'ageron:master' into add-kaggle-badge
2021-05-24 20:24:08 -0700
86455e6eb6
Update 19_training_and_deploying_at_scale.ipynb
2021-05-24 20:18:22 -0700
86d50828e2
Update 18_reinforcement_learning.ipynb
2021-05-24 20:17:10 -0700
0e164dc582
Update 16_nlp_with_rnns_and_attention.ipynb
2021-05-24 20:15:46 -0700
50da5ebb1a
Update 13_loading_and_preprocessing_data.ipynb
2021-05-24 20:14:52 -0700
0af1cbf349
Fix the links to hosting services, and add Kaggle
2021-05-25 15:14:37 +1200
e8d45fc314
Update 12_custom_models_and_training_with_tensorflow.ipynb
2021-05-24 20:08:03 -0700
51bfd5c4f2
Update 11_training_deep_neural_networks.ipynb
2021-05-24 20:01:17 -0700
856f2fe56f
Update 10_neural_nets_with_keras.ipynb
2021-05-24 19:59:45 -0700
bb0087afcc
Update 07_ensemble_learning_and_random_forests.ipynb
2021-05-24 19:47:05 -0700
88c65bc062
Update 06_decision_trees.ipynb
2021-05-24 19:46:01 -0700
c3020f1da5
Support running on Kaggle
2021-05-25 12:07:29 +1200
36344be3ad
Update 05_support_vector_machines.ipynb
2021-05-24 15:41:26 -0700
1d6494d34c
Update 04_training_linear_models.ipynb
2021-05-24 15:39:03 -0700
a56acd04d7
Update 03_classification.ipynb
2021-05-24 15:37:24 -0700
91df81d6fd
Update 01_the_machine_learning_landscape.ipynb
2021-05-19 16:09:54 -0700
ae670cda67
k-Nearest Neighbors is added along with the Linear Regression model for example 1-1
2021-05-04 21:58:54 +0530
cbe47c65d5
Merge pull request #416 from edwinhung/typo-fixes
2021-04-09 19:39:02 +1200
cc262dc8d2
fix typos in linear algebra tutorial
2021-04-08 14:06:07 -0700
d603987a20
substract=>subtract, fixes https://github.com/ageron/handson-ml/issues/623
2021-04-07 08:53:35 +1200
df0ae93b76
Typo fix: how they works=>work
2021-03-29 18:44:42 +1300
2d818ab0b8
Add pointers to instructions for the exercise solutions
2021-03-27 18:14:18 +1300
81f97af161
Add ML project checklist
2021-03-24 20:53:26 +1300
24386b5f78
Remove redundant issue templates
2021-03-20 12:24:54 +1300
8b6e2921cd
Update issue templates
2021-03-20 12:23:05 +1300
b09d80a53c
Reformat FAQ
2021-03-20 11:46:50 +1300
ad922151b6
Add instructions to update to the latest version of this project
2021-03-20 11:41:32 +1300
58f006a72d
Add Box2D for LunarLander-v2 exercise solution in chapter 18
2021-03-20 11:23:53 +1300
90e53af92c
Install gym[box2d] on Colab for LunarLander-v2 policy gradients exercise solution
2021-03-20 10:46:02 +1300
9af016e341
Remove redundant heading for LunarLander-v2 policy gradients exercise solution
2021-03-20 10:40:02 +1300
cfd0837f5c
Add LunarLander-v2 Policy Gradients exercise solution
2021-03-20 10:04:52 +1300
8cf72920b9
Upgrade Pillow library
2021-03-19 10:56:39 +1300
9d33d65ef0
logs["loss"] is the mean loss, not the batch loss anymore (since TF 2.2), fixes #188
2021-03-19 10:50:13 +1300
e9b5dce122
Fix auto-fire, add exercises, explain Space Invaders delta
2021-03-18 22:16:38 +1300
86702573c6
Remove old unused code, and clarify semantic hashing section, fixes #246
2021-03-18 15:39:31 +1300
2f2f9c8dd3
Save positional_embedding_plot figure using save_fig()
2021-03-11 15:11:44 +1300
b46db0e1a1
To get GPU acceleration with GRUs, do not use recurrent_dropout
2021-03-11 15:07:23 +1300
d423e2254e
Divide MSE_node by m_node in equation 6-4
2021-03-10 18:45:05 +1300
c98ee19363
Fix AtariPreprocessingWithAutoFire typo
2021-03-10 10:45:24 +1300
e4bf060ea5
Merge branch 'master' of github.com:ageron/handson-ml2
2021-03-10 09:17:50 +1300
7719ff276a
Replace x0 with x'0 in right side of figure 5-2
2021-03-10 09:15:59 +1300
4272b5313a
Merge pull request #401 from gae7/ch_12
2021-03-10 08:45:12 +1300
b2d197711f
Change np.fromfunction() example and fix typo in explanation, fixes #403
2021-03-10 08:30:14 +1300
f25c66cc3a
Merge branch 'master' of github.com:ageron/handson-ml2
2021-03-09 22:21:21 +1300
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 +1300
b3b1ed0a57
Merge pull request #402 from ll7/patch-1
2021-03-09 21:19:13 +1300
7024fabc46
update environment gpu support
2021-03-08 16:36:42 +0100
dc584421f6
Update 12_custom_models_and_training_with_tensorflow.ipynb
2021-03-07 11:25:47 +0100
80eec21242
Update the Docker image compressed sizes (shrunk by about 500MB each)
2021-03-07 10:35:31 +1300
0c17db555c
Add a comment about apt clean
2021-03-06 20:35:57 +1300
9056707a18
Shrink the docker image size
2021-03-06 20:33:53 +1300
d399affb5c
Shrink the docker image size
2021-03-06 19:51:19 +1300
5da46e924c
Add link to contributors
2021-03-05 23:27:05 +1300
15da7b4cee
Update thanks
2021-03-05 23:25:20 +1300
7bcdff0d8f
Update thanks
2021-03-05 23:22:49 +1300
b59bd8c745
Simplify and organize the instructions
2021-03-05 23:03:23 +1300
931c2c9558
Clarify the Docker documentation, in particular for GPU support
2021-03-05 22:37:37 +1300
1de2af7739
Remove the need to tag after pull
2021-03-05 18:49:37 +1300
2c4b4ad0dd
Merge branch 'master' of github.com:ageron/handson-ml2
2021-03-05 18:47:53 +1300
05d2c1ea9b
Remove the need to tag after pull
2021-03-05 18:47:37 +1300
e96e10c7f2
Add info to pull GPU image from Docker Hub
2021-03-05 17:33:59 +1300
e10a807907
Set max_features="sqrt" in Decision Tree rather than BaggingClassifier
2021-03-04 23:06:21 +1300
33f9ff10b4
Use default splitter="best" instead of splitter="random", fixes #340
2021-03-04 15:17:19 +1300
e2edfb274b
gradients(dfdx, [x, y]) instead of gradients(dfdx, [3., 4.]), fixes #399
2021-03-04 09:11:09 +1300
d6c2ba1b8f
Add Dockerfile.gpu for GPU support
2021-03-03 22:19:27 +1300
abd75d7fd7
Explain how to use the docker image from Docker Hub
2021-03-03 11:15:23 +1300
99361d1f82
Merge branch 'master' of github.com:ageron/handson-ml2
2021-03-02 22:47:23 +1300
9abeffd21c
Remove work_in_progress directory
2021-03-02 22:47:09 +1300
f65e2e7ad9
Clarify that 'make' is optional
2021-03-02 22:27:20 +1300
55ee303e56
Merge pull request #275 from ibeauregard/changes-chap11
2021-03-02 22:12:35 +1300
Aurélien Geron