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Author SHA1 Message Date
Aurélien Geron 331a737791 Merge branch 'master' of github.com:ageron/handson-ml 2017-10-04 13:43:24 +02:00
Aurélien Geron 6053a2e254 Add exercise solutions 1 to 3 2017-10-04 10:57:40 +02:00
Aurélien Geron f1a5512a15 Upgrade to the latest library versions, Scikit-Learn 0.19, TensorFlow 1.3, and so on 2017-09-28 15:08:00 +02:00
Aurélien Geron 422b2c0e10 Larger replay memory 2017-09-26 14:50:09 +02:00
Aurélien Geron edf4006ab4 Add example preprocessing for Breakout game in notebook for chapter 16 2017-09-25 14:08:42 +02:00
Aurélien Geron 02c41c9bc0 Fix errors in the MsPacman DQN in the notebook for chapter 16 2017-09-25 14:08:10 +02:00
Aurélien Geron 204b6ac7ce Merge branch 'master' of github.com:ageron/handson-ml 2017-09-19 13:40:59 +02:00
Aurélien Geron 7629334e9b Do not use LabelEncoder and LabelBinarizer, use factorize() and CategoricalEncoder instead. 2017-09-19 13:01:23 +02:00
Aurélien Geron 236cb24e0b Add a warning before the compute-intensive cell in ch 03 2017-09-18 09:16:40 +02:00
Aurélien Geron dbaae16e88 Merge pull request #77 from jasrys/master 
Fix typos
 2017-09-18 08:47:31 +02:00
Aurélien Geron 0bf0e475ab Inception model was trained with color range -1 to 1, not 0 to 1 2017-09-17 21:15:55 +02:00
Aurélien Geron db529298d8 Add missing 'background' Inception class 2017-09-15 21:39:09 +02:00
Aurélien Geron 26d79edcda Scikit-Learn 0.19 Pipelines expect a list of tuples, not a tuple of tuples 2017-09-15 18:12:27 +02:00
Aurélien Geron 134a10e4d2 Scikit-Learn 0.19 expects lists in Pipelines, not tuples 2017-09-15 18:08:43 +02:00
Aurélien Geron ca35dddc38 Add workaround for a bug introduced by Scikit-Learn 0.19.0, in chapter 03 2017-09-15 17:58:29 +02:00
Aurélien Geron d016b56672 Replace V with Vt and add a note about the error in ch 8 2017-09-15 17:52:20 +02:00
Aurélien Geron 3d3b610634 Remove use_cudnn_on_gpu=False in notebook for chapter 13 2017-09-15 16:52:54 +02:00
Aurélien Geron 46c05c8ed3 Fix titles in figure 7-8 (learning rates should be 1 and 0.5) 2017-09-15 16:41:15 +02:00
Aurélien Geron 43c95561da Fix typo where n_hidden3 was used instead of n_outputs 2017-09-15 14:48:09 +02:00
Aurélien Geron b59d2016d6 Provide workaround and explanations about the breakage of LabelBinarizer by Scikit-Learn 0.19.0 2017-09-15 14:40:13 +02:00
Jason Rys dc901e0ada Fix typos 2017-08-19 08:01:55 -07:00
Aurélien Geron e5505eeef6 Merge branch 'master' of github.com:ageron/handson-ml 2017-08-16 10:44:33 +02:00
Aurélien Geron 95b91de6a6 Replace rnd by np.random in notebook 14 2017-08-16 10:44:18 +02:00
Aurélien Geron 47992e1c6f Merge pull request #53 from mc-robinson/my_changes 
changed order of dot product
 2017-07-13 11:32:41 +02:00
Aurélien Geron a65ab3b154 Fixes #56, bug in DNNClassifier for batch normalization 2017-07-13 11:13:37 +02:00
Aurélien Geron d7f5a74020 Merge branch 'master' of github.com:ageron/handson-ml 2017-07-07 21:56:40 +02:00
Aurélien Geron df14b513f5 Fix multilabel typo 2017-07-07 21:56:30 +02:00
robimc14 f2d173fddc changed order of dot product 2017-07-07 15:29:11 -04:00
Aurélien Geron 85a0bd973d Merge pull request #48 from vivek-v-rao/patch-1 
removed quotes around "True"
 2017-06-28 09:24:00 +02:00
vivek-v-rao 4e016769a6 removed quotes around "True" 
the inplace argument should be boolean, not string
 2017-06-27 21:30:57 -04:00
Aurélien Geron a7d692cbf9 Fix error in Equation 13-1 2017-06-26 16:06:40 +02:00
Aurélien Geron 1e1fa7e2ff Ensure that the equations display properly using Jupyter.org's viewer 2017-06-26 12:32:11 +02:00
Aurélien Geron 62dc13bbfb Add pointer to Jupyter's viewer which displays equations properly 2017-06-26 12:18:36 +02:00
Aurélien Geron 10670c6005 Add list of equations in the book 2017-06-26 12:14:57 +02:00
Aurélien Geron b11721e1e5 Add exercise solutions for chapter 08 2017-06-26 00:09:23 +02:00
Aurélien Geron 6947a43d0d Add solution to exercise 9 in chapter 8 2017-06-24 17:23:47 +02:00
Aurélien Geron 4b264044c8 Add SELU activation function example and snip out repetitive outputs 2017-06-21 15:35:47 +02:00
Aurélien Geron c9252677bd Fix plot_confusion_matrix() in ch 03 (fixes #42) 2017-06-19 22:28:45 +02:00
Aurélien Geron 11b984eb92 Make fetch_housing_data() work on Windows 2017-06-18 13:52:10 +02:00
Aurélien Geron b2ec3968f5 Add exercise solutions for chapter 11 2017-06-14 09:09:23 +02:00
Aurélien Geron 7f4cd72d97 Merge PR #36 by lsshawn: adds helpful notes and fixes the null rows sampling code 2017-06-08 17:11:08 +02:00
Aurélien Geron 48718eff9d Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant 2017-06-08 15:44:00 +02:00
Aurélien Geron 91acc2e1fd Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant 2017-06-08 15:43:16 +02:00
Aurélien Geron 8935c61570 Adding missing figure in chapter 02 2017-06-08 14:23:33 +02:00
Aurélien Geron 74794da1de Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant, and simplify code in notebook 15 2017-06-07 17:52:59 +02:00
Aurélien Geron 045150bd95 Use np.random.set_seed(42) and tf.set_random_seed(42) to make notebook's output constant 2017-06-07 08:59:58 +02:00
Aurélien Geron a331fe6404 Use np.random.set_seed(42) and random_state=42 make notebook's output constant 2017-06-06 23:13:43 +02:00
Aurélien Geron 6ec768b165 Use tf.set_random_seed(42) and more to make notebook's output constant 2017-06-06 23:12:21 +02:00
Aurélien Geron 422cd78ea6 Use default seed=42 2017-06-06 22:44:01 +02:00
Aurélien Geron 659ca563ae Use tf.set_random_seed(42) and more to make notebook's output constant 2017-06-06 22:39:21 +02:00