Commit Graph

425 Commits (3313c217234b679aae16cb5282ad381340341725)

Author SHA1 Message Date
Aurélien Geron b17a6c8e63 Merge branch 'master' of github.com:ageron/handson-ml 2017-11-09 16:40:44 +01:00
Aurélien Geron 8a6c7da0a9 Scale X_state down to [-1, 1] range in chapter 16 2017-11-09 16:35:44 +01:00
Aurélien Geron 7686839b36 Use int8 instead of float64 to represent pixel values: divides RAM footprint by 8 2017-11-09 13:17:24 +01:00
Aurélien Geron 2a02668e5e Fix JSON formatting in new comment in the ch 11 notebook 2017-11-03 13:43:56 +01:00
Aurélien Geron 694f35ee16 Merge pull request #113 from ChrisQlasty/master
Scikit-learn 19.0 updates on .fit( ) arguments
2017-11-03 13:38:48 +01:00
Chris Qlasty 99b91ae989 Update 11_deep_learning.ipynb 2017-11-03 12:07:37 +01:00
Chris Qlasty e5fb7fb175 Comments fix 2017-11-03 12:04:54 +01:00
Chris Qlasty ef8f8a66fa 0.18 version left with 0.19 suggestions commented
The previous version of the .fit( ) with the suggestion of how it should be done from the version 0.21.
2017-11-03 12:00:28 +01:00
Chris Qlasty ca61fc15ab Scikit-learn 19.0 updates on .fit( ) arguments up.
I have left unnecessary ',' at the end of the fit_params line, sorry for that.
2017-11-02 18:54:12 +01:00
Chris Qlasty ceaef6e7a1 Scikit-learn 19.0 updates on .fit( ) arguments
Adopting code to my needs I have found that in the scikit-learn 19.0  they recommend to put params list directly into the .fit( ) methods. That also makes the code more understandable for me as now it is more clear where these values go to (fit( ) function of DNNClassifier).
Hope this makes sense.
2017-11-02 18:30:30 +01:00
Aurélien Geron fd0ce384f2 Set DropoutWrapper's input_keep_prob parameter using a placeholder, fixes #111 2017-10-27 16:19:15 +02:00
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 ade44674cf Add datasets/flowers and datasets/spam to .gitignore 2017-10-05 13:22:34 +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