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Author SHA1 Message Date
Aurélien Geron c6b424931a Merge pull request #204 from NileshPS/master 
Ch 16. Using native python list instead of deque for storing experience, increases sampling performance considerably.
 2018-05-09 15:34:12 +02:00
Aurélien Geron 10bc49aa91 Add solution to exercise 16.8 (BipedalWalker-v2 using Policy Gradients) 2018-05-09 15:25:49 +02:00
Aurélien Geron 4d25a60d6a Add solution of exercises 7.8 (voting classifier) and 7.9 (stacking ensemble) 2018-05-09 10:09:04 +02:00
Aurélien Geron cac02c5964 Updated to latest version of TensorFlow 2018-05-08 20:21:23 +02:00
Aurélien Geron 1886d796e1 Updated to latest version of TensorFlow 2018-05-08 20:16:00 +02:00
Aurélien Geron 55adea1ff4 Add code to compute a confidence interval 2018-05-08 19:41:47 +02:00
Aurélien Geron e05d4b36ac tf.contrib.layers.variance_scaling_initializer moved to tf.variance_scaling_initializer 2018-05-08 19:40:05 +02:00
Aurélien Geron 38c2ea79e4 Notebook 08 now has more unsupervised learning content (clustering, anomaly detection, density estimation, gaussian mixtures...) 2018-05-08 12:53:40 +02:00
Aurélien Geron f45a88146f Add instructions to install using the zip file rather than git, if necessary 2018-05-08 12:52:47 +02:00
Aurélien Geron 581253b47a Add xgboost example and upgrade to latest matplotlib version 2018-05-08 12:43:49 +02:00
Aurélien Geron d9fdb0542b Remove linewidth argument for plt.contourf() 2018-05-08 12:38:05 +02:00
Aurélien Geron fb3e68709e Replace n_iter with max_iter in SGDClassifier 2018-05-08 12:36:43 +02:00
Aurélien Geron c4e72ddc49 Replace pip with pip3, and add random_state to LogisticRegression 2018-05-08 12:33:46 +02:00
Aurélien Geron 4dbb575933 Merge pull request #161 from nbgraham/patch-2 
Ch. 3: Updates explanation to match data
 2018-05-08 11:25:19 +02:00
Aurélien Geron fb4e5aa4ea Fix equation 16-6 (max_alpha'=>max_a') 2018-05-07 22:47:28 +02:00
Aurélien Geron 2af3c59dd6 Add *.old, *.dot and lifesat.csv (generated) to .gitignore 2018-05-07 22:46:44 +02:00
Aurélien Geron 373a52c39e Add a quick intro to the Data API in notebook 12 2018-05-07 22:45:48 +02:00
Aurélien Geron 0a1b040d9d Add extra material in notebook 08: clustering, anomaly detection, gaussian mixtures 2018-05-07 21:20:49 +02:00
Aurélien Geron 771dccaca4 Clarify future encoders in Scikit-Learn 0.20 2018-05-07 21:09:08 +02:00
Aurélien Geron 77d3d4838d Clarify why we are using OrdinalEncoder and OneHotEncoder 2018-05-07 20:17:30 +02:00
Aurélien Geron 46f547daeb Replace the CategoricalEncoder with the OneHotEncoder class 2018-05-07 19:52:01 +02:00
Aurélien Geron bdd58b7c52 Improve the formatting of a few equations, in particular theta vector should have a bold font 2018-05-07 16:13:51 +02:00
Aurélien Geron 8fa23cceaf Clarify the mini-batch K-Means performance comparison diagram 2018-05-07 16:07:15 +02:00
Aurélien Geron 71c40c7aec Use OrdinalEncoder and OneHotEncoder from Scikit-Learn 0.20 instead of CategoricalEncoder 2018-05-07 11:27:59 +02:00
Aurélien Geron 32efe073a5 Merge branch 'master' of github.com:ageron/handson-ml 2018-05-07 11:02:43 +02:00
Aurélien Geron 6c7c6d158b Upgrade libraries to latest versions 2018-05-07 11:01:38 +02:00
Aurélien Geron 2120a70368 Merge branch 'master' of github.com:ageron/handson-ml 2018-05-07 09:56:08 +02:00
Aurélien Geron 53b89d7b45 Merge branch 'master' of github.com:ageron/handson-ml 2018-05-04 11:00:26 +02:00
Aurélien Geron e3937b65d4 Merge pull request #218 from cp612sh/cn-ver-capsnet 
Simplified Chinese translation of extra_capsnets.ipynb
 2018-05-04 10:57:04 +02:00
cp612sh 64f6323b62 zh-cn version 2018-05-02 21:03:33 +08:00
Aurélien Geron 2f4fa014a4 Update and fix list of equations in book_equations.ipynb 2018-04-26 14:29:47 +02:00
Aurélien Geron cd9dc675fc Merge branch 'master' of github.com:ageron/handson-ml 2018-04-07 17:20:04 +02:00
Aurélien Geron 9bc4358148 Update to latest library versions 2018-04-07 17:13:20 +02:00
Aurélien Geron 50d5c8b426 Add clustering, density estimation and anomaly detection to chapter 8 2018-04-04 11:49:00 +02:00
Aurélien Geron bc1973e1d1 Merge branch 'master' of github.com:ageron/handson-ml 2018-04-03 16:46:07 +02:00
Aurélien Geron 8f6a28e6bc Improve the implementation of the test_set_check() function: faster, supports python 2 and 3, and more fine grain split (32 bits intead of 8) 2018-04-03 16:45:53 +02:00
Nilesh PS aaa5246d9c use ReplayMemory 2018-03-28 20:26:35 +05:30
Nilesh PS 16e8a8cf61 use list with circular indexing instead of deque as the replay buffer 2018-03-28 19:57:26 +05:30
Aurélien Geron 9ac3c27e7b Merge pull request #197 from ziembla/ziembla-mod-openaigym 
OpenAI gym support in docker image
 2018-03-25 16:59:39 +02:00
Aurélien Geron 5d4e947037 Merge pull request #200 from vladimir-tikhonov/patch-1 
Fix small typo in numpy notebook
 2018-03-25 16:11:43 +02:00
Aurélien Geron a164ffc699 Remove uncessary reuse_vars_dict in notebook 11 2018-03-24 22:50:29 +01:00
Vladimir Tikhonov b399190846 Fix small typo in numpy notebook 2018-03-24 17:34:38 +03:00
ziembla c4f82f3621 Don't try OpenAI rendering in Chapter 16 Section 3 2018-03-21 22:35:10 +01:00
ziembla 8263708777 Dependencies for OpenAI gym in Chapter 16 2018-03-21 22:21:54 +01:00
Aurélien Geron f9ac449f97 Add cmap when plotting california image, fixes #65 2018-03-15 23:26:18 +01:00
Aurélien Geron e9c97ff3b8 mean_squared_error(y_true, y_pred) instead of (y_pred, y_true), for clarity (result unchanged). Fixes #158 2018-03-15 19:17:51 +01:00
Aurélien Geron eefe262dca Fix typo (pca->rbf_pca), fixes #192 2018-03-15 18:51:08 +01:00
Aurélien Geron d9fbf7dd4c LinearRegression is based on SVD, not the Normal Equation (fixes #184), also fixes #179 (mini-batch gradient descent), and updates matplotlib code to latest version. 2018-03-15 18:38:58 +01:00
Aurélien Geron fb29c3b386 Merge pull request #186 from abhinav-upadhyay/patch-1 
Fix a typo: s/it/is
 2018-03-15 12:22:00 +01:00
Aurélien Geron c93eb37ff8 Merge pull request #189 from drorata/master 
Fix GH188
 2018-03-15 12:21:24 +01:00