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580 Commits (ba6c75d6e5992626eb2e7110147abfe2f0132647)

Author SHA1 Message Date
Aurélien Geron b54ee1b608 Update notebooks 1 to 8 to latest library versions (in particular Scikit-Learn 0.20) 2018-12-21 10:18:31 +08:00
Aurélien Geron 83d01268dc Replace `source activate` with `conda activate` 
Fixes #331
 2018-12-19 11:54:11 +08:00
Aurélien Geron f1522c0d6e Merge pull request #328 from AidanCooper/ch11_typo 
Ch. 11: Add missing variable
 2018-12-19 11:31:56 +08:00
Aurélien Geron d4aabc3fac Merge pull request #317 from CezCz/fix-jupyter 
fixing breaking change introduced by jupyter minor version update
 2018-12-02 16:49:41 +13:00
Aurélien Geron fa0c676b6b Merge pull request #314 from lvnilesh/patch-3 
Persist after reboot
 2018-12-02 16:48:12 +13:00
Aurélien Geron 792a3be340 Merge pull request #307 from lvnilesh/patch-2 
pinning to a known good version
 2018-12-02 16:46:06 +13:00
Aidan Cooper 120a9e1e99 Update 11_deep_learning.ipynb 2018-12-01 15:40:53 +00:00
Cezary Czernecki d639b907c2 fixing breaking change introduced by jupyter minor version update 2018-11-03 20:18:47 +01:00
Nilesh Londhe 92466db639 Update docker-compose.yml 2018-10-23 20:05:42 -07:00
Nilesh Londhe 368dd358c9 pinning to a known good version 
would help first time users for example https://github.com/ageron/handson-ml/issues/305
 2018-10-08 13:43:54 -07:00
Aurélien Geron dc16446c5f Add intro paragraph, tx to Daniel and minor formatting fixes 2018-09-17 11:51:05 +02:00
Aurélien Geron de6678beb1 Move Gradient Descent comparison notebook to 'extra_...' and remove .py version 2018-09-17 11:43:34 +02:00
Aurélien Geron c13d4c322b Merge pull request #291 from daniel-s-ingram/master 
Visualization of differences between gradient descent methods
 2018-09-17 11:40:59 +02:00
Daniel Ingram 3651a2608b Added colorbar to cost plot 2018-09-05 21:17:22 -04:00
Daniel Ingram 4c582e5827 Jupyter notebook for comparison of gradient descent methods 2018-09-05 21:11:28 -04:00
Daniel Ingram 871b6a46d1 Visualization of differences between gradient descent methods 2018-09-04 18:31:53 -04:00
Aurélien Geron c224d8e74c Fix expected result for first estimator training 2018-09-03 23:22:17 +02:00
Aurélien Geron d956648eb4 Fix the virtualenv activation command for Windows (fixes #287) 2018-09-03 22:26:31 +02:00
Aurélien Geron 1c09995f1b Remove unnecessary variable initialization, fixes #283 2018-08-20 18:55:24 +02:00
Aurélien Geron bb1cc02950 Merge branch 'master' of github.com:ageron/handson-ml 2018-08-11 12:21:11 +01:00
Aurélien Geron bbeef54739 Add a notebook about achieving reproducibility with TensorFlow 2018-08-11 12:20:57 +01:00
Aurélien Geron c2952be7f2 Merge pull request #276 from dgwozdz/master 
Correction of a typo
 2018-08-07 16:08:50 +01:00
kaksat b9269e7207 Correction of a typo 
Current version produces the following error:

AttributeError: module 'matplotlib.cm' has no attribute 'spectral'
 2018-08-06 21:57:40 +02:00
Aurélien Geron d0cf5681c3 Merge pull request #275 from dgwozdz/master 
Correction of a formula for silhouette coefficient
 2018-08-06 19:53:57 +01:00
kaksat 50aeba2e67 Correction of a formula for silhouette coefficient 
Source:
http://scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_score.html
 2018-08-06 20:21:35 +02:00
Aurélien Geron 2688da0477 Make notebook 14 reproducible (except for the dropout section, that one is tough), fixes #274 2018-08-06 16:28:10 +01:00
Aurélien Geron 56be8647f9 Get output of hidden3, not hidden4 (fixes #273). 2018-08-03 16:15:18 +01:00
Aurélien Geron a82e624171 Fix comment in DataFrameSelector 2018-07-31 23:10:23 +01:00
Aurélien Geron 9367c6ef42 Silence gelsd warning 2018-07-31 20:22:05 +01:00
Aurélien Geron de9f490bc3 Add ColumnTransformer to future_encoders.py 2018-07-31 20:09:12 +01:00
Aurélien Geron e2d450708a Replace FeatureUnion + DataFrameSelector with new ColumnTransformer 2018-07-31 20:08:33 +01:00
Aurélien Geron 060751a976 Fix my_reber_classifier path (fixes #267) 2018-07-30 18:58:02 +01:00
Aurélien Geron a28604d023 Fix probability at the end of the Reber exercise (fixes #266) 2018-07-30 18:52:50 +01:00
Aurélien Geron 0e0483d5ee Add missing training: True for dropout, and point to tf.nn.selu, fixes #228 2018-05-27 21:24:24 +02:00
Aurélien Geron a7c50e12c4 Add boxplot in notebook 03, exercise 3 2018-05-26 15:01:33 +02:00
Aurélien Geron 703815bca9 Use tensorflow_graph_in_jupyter.py in notebooks, fixes #223 2018-05-18 21:22:56 +02:00
Aurélien Geron ef2a7b5bd0 Add jupyter-tensorboard to requirements.txt, it's pretty handy 2018-05-18 20:53:38 +02:00
Aurélien Geron 21794905c6 Improve formatting 2018-05-18 17:17:51 +02:00
Aurélien Geron dc2b38fc83 Add a comment about why Deep Learning prefers reverse mode autodiff rather than forward mode 2018-05-18 17:09:59 +02:00
Aurélien Geron a64e492c6d Fix a typo in extra_autodiff 2018-05-18 17:03:46 +02:00
Aurélien Geron 60653bba3e Add tensorflow_graph_in_jupyter.py 2018-05-18 16:52:10 +02:00
Aurélien Geron 39c9821249 Move autodiff content to its own notebook extra_autodiff.ipynb 2018-05-18 16:47:20 +02:00
Aurélien Geron 3af8bcd1bb Update ReplayMemory class and add a short description 2018-05-09 16:54:17 +02:00
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