Aurélien Geron
|
e10a807907
|
Set max_features="sqrt" in Decision Tree rather than BaggingClassifier
|
2021-03-04 23:06:21 +13:00 |
|
Aurélien Geron
|
33f9ff10b4
|
Use default splitter="best" instead of splitter="random", fixes #340
|
2021-03-04 15:17:19 +13:00 |
|
Aurélien Geron
|
346dfe6d1e
|
Use as_frame=False when calling fetch_openml()
|
2021-03-02 09:29:06 +13:00 |
|
Aurélien Geron
|
670873843d
|
Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
|
2021-02-14 15:02:09 +13:00 |
|
Aurélien Geron
|
2f7ab70295
|
Update notebooks to latest nbformat
|
2020-04-06 19:13:12 +12:00 |
|
Aurélien Geron
|
a55720e9e4
|
Make notebooks 1 to 9 runnable in Colab without changes
|
2019-11-05 22:26:52 +08:00 |
|
Aurélien Geron
|
7e6489f8a4
|
Improve a few figures (e.g., add missing labels, share axes, etc.)
|
2019-10-13 16:58:36 +08:00 |
|
Aurélien Geron
|
0023162fc5
|
bst_n_estimators should be argmin + 1
|
2019-06-08 21:59:55 +08:00 |
|
Aurélien Geron
|
52afcf4290
|
Crop long outputs so they show up nicer on github.com
|
2019-04-16 00:06:57 +08:00 |
|
Aurélien Geron
|
b546b743be
|
Create image directory and check for sklearn >= 0.20 and TensorFlow >= 2.0-preview
|
2019-01-21 18:13:10 +08:00 |
|
Aurélien Geron
|
6b8dff91d0
|
Update all notebooks assuming we are all in the future now: sklearn 0.20+, python 3.5+, TF 2.0 preview
|
2019-01-18 23:08:37 +08:00 |
|
Aurélien Geron
|
d2518a679b
|
Drop Python 2 (woohoo!) and import matplotlib as mpl
|
2019-01-16 23:42:00 +08:00 |
|
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
|
4d25a60d6a
|
Add solution of exercises 7.8 (voting classifier) and 7.9 (stacking ensemble)
|
2018-05-09 10:09:04 +02:00 |
|
Aurélien Geron
|
581253b47a
|
Add xgboost example and upgrade to latest matplotlib version
|
2018-05-08 12:43:49 +02:00 |
|
Aurélien Geron
|
dbaae16e88
|
Merge pull request #77 from jasrys/master
Fix typos
|
2017-09-18 08:47:31 +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 |
|
Jason Rys
|
dc901e0ada
|
Fix typos
|
2017-08-19 08:01:55 -07:00 |
|
Aurélien Geron
|
1a165e2864
|
Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant
|
2017-06-06 16:32:08 +02:00 |
|
Aurélien Geron
|
b7779802f0
|
Synchronize chapter 7's code and the corresponding notebook's code
|
2017-06-02 10:57:06 +02:00 |
|
Aurélien Geron
|
29ef56964a
|
Since mldata.org is down, download MNIST elsewhere
|
2017-04-07 21:33:53 +02:00 |
|
Aurélien Geron
|
d8176ec2cb
|
Upgrade notebooks to TensorFlow 1.0.0
|
2017-02-17 11:51:26 +01:00 |
|
Aurélien Geron
|
6ed00af7d0
|
Move to sklearn 0.18
|
2016-11-05 14:25:56 +01:00 |
|
Aurélien Geron
|
d7d6c121e3
|
Add notebooks for chapters 5 to 14
|
2016-09-27 23:31:21 +02:00 |