Aurélien Geron
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5bb0366125
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Replace handson-ml2 with handson-ml3, and fix figure chapter numbers
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2021-11-23 15:42:16 +13:00 |
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Aurélien Geron
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c46123155d
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Clarify the 'not in the book' comments
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2021-11-21 16:40:36 +13:00 |
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Aurélien Geron
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ef27260251
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Fix people_per_house feature name, and fix solution to last exercise
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2021-11-15 20:56:11 +13:00 |
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Aurélien Geron
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c658c2b07c
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Move StandardScalerClone inverse_transform and get_feature_names_out to exercise
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2021-11-15 17:45:26 +13:00 |
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Aurélien Geron
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640c549171
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Sync notebook code examples with book
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2021-11-03 15:53:04 +13:00 |
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Aurélien Geron
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81407ede2b
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Replace np.round(a) with a.round(), and other similar changes
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2021-11-01 14:42:42 +13:00 |
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Aurélien Geron
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cc28ec3515
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Remove scikit-learn html sections
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2021-10-29 12:12:47 +13:00 |
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Aurélien Geron
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06aa1f1dfb
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Clarify a few messages
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2021-10-28 16:02:31 +13:00 |
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Aurélien Geron
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b75811f999
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BIG UPDATE: rewrote in large part for 3rd edition
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2021-10-28 14:55:10 +13:00 |
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Aurélien Geron
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aa319d94f0
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Require and upgrade to Python 3.8
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2021-10-17 14:27:34 +13:00 |
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Aurélien Geron
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fa1ae51184
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Large change: replace os.path with pathlib, move to Python 3.7
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2021-10-15 21:46:27 +13:00 |
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Aurélien Geron
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1b16a81fe5
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Set OneHotEncoder's handle_unknown='ignore' to avoid warnings
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2021-10-11 21:05:55 +13:00 |
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Aurélien Geron
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6b821335c0
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Add some section headers
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2021-10-03 00:14:44 +13:00 |
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Aurélien Geron
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1b96533668
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Replace 'Open in Colab' button
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2021-05-26 07:40:58 +12:00 |
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Aurélien Geron
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974c4fe858
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Add 'Open in Kaggle' button
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2021-05-26 07:31:19 +12:00 |
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Aurélien Geron
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9fede98b42
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Add not about squared=False, fixes #361
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2021-03-01 22:18:40 +13:00 |
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Aurélien Geron
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670873843d
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Update libraries to latest version, including TensorFlow 2.4.1 and Scikit-Learn 0.24.1
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2021-02-14 15:02:09 +13:00 |
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Aurélien Geron
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f225f59780
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Update to latest library versions
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2020-11-21 12:22:42 +13:00 |
|
Haesun Park
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42196c4235
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fix colorbar ticks
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2020-05-09 11:40:30 +09:00 |
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Aurélien Geron
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2f7ab70295
|
Update notebooks to latest nbformat
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2020-04-06 19:13:12 +12:00 |
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Aurélien Geron
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a55720e9e4
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Make notebooks 1 to 9 runnable in Colab without changes
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2019-11-05 22:26:52 +08:00 |
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Aurélien Geron
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bbadc3276a
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Merge branch 'master' of github.com:ageron/handson-ml2
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2019-10-21 09:02:13 +08:00 |
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Aurélien Geron
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143ef4b1db
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Remove y=None argument in the transform() method
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2019-10-17 18:05:01 +08:00 |
|
jmribeiro
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aed738c7ad
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Removed duplicated np.random.seed(42) entry from the second notebook
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2019-10-13 19:20:42 +01:00 |
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Aurélien Geron
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07b83a5e09
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Import urllib directly instead of from six.moves, as we move away from Python 2
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2019-10-12 16:29:54 +09:30 |
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Aurélien Geron
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ec3136f59f
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Add index=housing.index when wrapping array in a DataFrame, fixes #426
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2019-05-12 21:28:56 +08:00 |
|
Aurélien Geron
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7335c9d5c0
|
Use separate joblib package rather than the one in sklearn (which is deprecated)
|
2019-04-26 21:22:15 +08:00 |
|
Aurélien Geron
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52afcf4290
|
Crop long outputs so they show up nicer on github.com
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2019-04-16 00:06:57 +08:00 |
|
Aurélien Geron
|
5f6be6fa6f
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Use pd.cut() for income_cat
|
2019-03-15 23:49:03 +08:00 |
|
Aurélien Geron
|
90e3175c7d
|
Remove warnings about old 1st edition code changes
|
2019-01-22 16:54:47 +08:00 |
|
Aurélien Geron
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1a6bb0b199
|
Create image directory and check for sklearn >= 0.20
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2019-01-21 18:42:31 +08:00 |
|
Aurélien Geron
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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
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d2518a679b
|
Drop Python 2 (woohoo!) and import matplotlib as mpl
|
2019-01-16 23:42:00 +08:00 |
|
Aurélien Geron
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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
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a82e624171
|
Fix comment in DataFrameSelector
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2018-07-31 23:10:23 +01:00 |
|
Aurélien Geron
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9367c6ef42
|
Silence gelsd warning
|
2018-07-31 20:22:05 +01:00 |
|
Aurélien Geron
|
e2d450708a
|
Replace FeatureUnion + DataFrameSelector with new ColumnTransformer
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2018-07-31 20:08:33 +01:00 |
|
Aurélien Geron
|
55adea1ff4
|
Add code to compute a confidence interval
|
2018-05-08 19:41:47 +02:00 |
|
Aurélien Geron
|
771dccaca4
|
Clarify future encoders in Scikit-Learn 0.20
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2018-05-07 21:09:08 +02:00 |
|
Aurélien Geron
|
77d3d4838d
|
Clarify why we are using OrdinalEncoder and OneHotEncoder
|
2018-05-07 20:17:30 +02:00 |
|
Aurélien Geron
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71c40c7aec
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Use OrdinalEncoder and OneHotEncoder from Scikit-Learn 0.20 instead of CategoricalEncoder
|
2018-05-07 11:27:59 +02:00 |
|
Aurélien Geron
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8f6a28e6bc
|
Improve the implementation of the test_set_check() function: faster, supports python 2 and 3, and more fine grain split (32 bits intead of 8)
|
2018-04-03 16:45:53 +02:00 |
|
Aurélien Geron
|
f9ac449f97
|
Add cmap when plotting california image, fixes #65
|
2018-03-15 23:26:18 +01:00 |
|
rickiepark
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385d635e92
|
add params for avoiding warn and improving perf.
|
2018-01-30 17:19:37 +09:00 |
|
Aurélien Geron
|
c8b7f045ee
|
Fix hyperparameter search and comment at the end of the solution of exercise 5, chapter 2
|
2018-01-14 09:11:47 +01:00 |
|
Kxrr
|
767affca86
|
Fix incorrect description in chapter 2
|
2017-11-25 00:02:08 +08:00 |
|
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
|
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
|
830d6e4751
|
Clarify stratified sampling paragraph in ch02
|
2017-10-16 14:19:08 +02:00 |