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Author SHA1 Message Date
Aurélien Geron b39d5366f7 Right angle is pi/2, not pi/4. One reason why tau > pi ;) 2017-10-27 13:03:15 +02:00
Aurélien Geron e09fa470ce Merge branch 'master' of github.com:ageron/handson-ml 2017-10-27 12:58:29 +02:00
Aurélien Geron 72a747ed74 Replace test set with validation set in code example from page 269 2017-10-27 12:58:21 +02:00
Aurélien Geron 4a9b2fa6bc Merge pull request #107 from akellyirl/patch-1 
Update 15_autoencoders.ipynb
 2017-10-25 14:57:09 +02:00
akellyirl 59ab30722e Update 15_autoencoders.ipynb 
PCA with a linear Autoencoder Section:
The calls to numpy.random require an import to work. 
Added:
import numpy.random as rnd
 2017-10-21 16:36:39 +01:00
Aurélien Geron 7d7ccce9d3 Fix factorize() bug, due to housing_cat being a DataFrame, not a Series, fixes #104 2017-10-20 20:07:40 +02:00
Aurélien Geron da9ed522b9 Merge branch 'francotheengineer-master' 2017-10-18 09:45:16 +02:00
Aurélien Geron 37eb9b4148 Add comment about the DeviceWrapper class since TF 1.1 2017-10-18 09:44:57 +02:00
Aurélien Geron b9b6066438 Merge branch 'master' of https://github.com/francotheengineer/handson-ml into francotheengineer-master 2017-10-18 09:36:00 +02:00
Aurélien Geron 9ab4dc85f4 Merge branch 'LujunWeng-fix-deprecation-warning' 2017-10-18 09:26:46 +02:00
Aurélien Geron aa99f78e93 Add comment for older Pandas versions 2017-10-18 09:26:33 +02:00
Aurélien Geron b4008e3e19 Merge branch 'soma11soma11-master' 2017-10-18 09:19:09 +02:00
Aurélien Geron 70d0ab9ec7 Improve comment format about OSX and Python 3.6, SSL certificates 2017-10-18 09:18:46 +02:00
Aurélien Geron e9645268ef Merge branch 'master' of https://github.com/soma11soma11/handson-ml into soma11soma11-master 2017-10-18 09:13:23 +02:00
Aurélien Geron dac2c99f11 Merge branch 'pkourdis-master' 2017-10-18 09:04:06 +02:00
Aurélien Geron 7a9110ea47 Merge branch 'master' of https://github.com/pkourdis/handson-ml into pkourdis-master 2017-10-18 09:01:42 +02:00
pannoos f53dc95940 Fix HOUSING_URL 2017-10-17 16:41:58 -07:00
Aurélien Geron 34af2979c9 Roughly 40% of Titanic passengers survived, not 50% (fixes #102) 2017-10-17 11:28:55 +02:00
Aurélien Geron 830d6e4751 Clarify stratified sampling paragraph in ch02 2017-10-16 14:19:08 +02:00
pannoos e287581c93 Chapter 2: Improvement of code in "Setup" & "Get the data" 2017-10-15 14:14:05 -07:00
pannoos bbe33f7039 Chapter 2: Generic way of selecting numerical or categorical attributes 2017-10-15 04:01:07 -07:00
pannoos 7e4f99085f Chapter 2: "Setup" & "Get the data" code improvement 2017-10-15 03:11:53 -07:00
Aurélien Geron 80e59e1dd1 Fix call to matplotlib plot_surface() to support Matplotlib 2.1.0 2017-10-14 18:20:18 +02:00
Aurélien Geron 5dfb4fe5d5 Remove unecessary line (copy/paste error). 2017-10-14 08:41:42 +02:00
Aurélien Geron d96c1644bb Add solution to exercise 7 in chapter 14 2017-10-05 13:22:06 +02:00
Aurélien Geron cea3be9595 Fix Inception URL (which moved) 2017-10-04 21:26:08 +02:00
Aurélien Geron aab0bc39a9 Add spam classifier exercise solution in chapter 3 2017-10-04 13:43:43 +02:00
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
soma11soma11 e1c9f61c5b added comment on SSL: CERTIFICATE_VERIFY_FAILED 2017-09-20 17:45:31 +01:00
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