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 |
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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 |
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Aurélien Geron
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7335c9d5c0
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Use separate joblib package rather than the one in sklearn (which is deprecated)
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2019-04-26 21:22:15 +08:00 |
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Aurélien Geron
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52afcf4290
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Crop long outputs so they show up nicer on github.com
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2019-04-16 00:06:57 +08:00 |
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Aurélien Geron
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5f6be6fa6f
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Use pd.cut() for income_cat
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2019-03-15 23:49:03 +08:00 |
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Aurélien Geron
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90e3175c7d
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Remove warnings about old 1st edition code changes
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2019-01-22 16:54:47 +08:00 |
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Aurélien Geron
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1a6bb0b199
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Create image directory and check for sklearn >= 0.20
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2019-01-21 18:42:31 +08:00 |
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Aurélien Geron
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6b8dff91d0
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Update all notebooks assuming we are all in the future now: sklearn 0.20+, python 3.5+, TF 2.0 preview
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2019-01-18 23:08:37 +08:00 |
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Aurélien Geron
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d2518a679b
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Drop Python 2 (woohoo!) and import matplotlib as mpl
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2019-01-16 23:42:00 +08:00 |
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Aurélien Geron
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b54ee1b608
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Update notebooks 1 to 8 to latest library versions (in particular Scikit-Learn 0.20)
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2018-12-21 10:18:31 +08:00 |
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Aurélien Geron
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a82e624171
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Fix comment in DataFrameSelector
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2018-07-31 23:10:23 +01:00 |
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Aurélien Geron
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9367c6ef42
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Silence gelsd warning
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2018-07-31 20:22:05 +01:00 |
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Aurélien Geron
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e2d450708a
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Replace FeatureUnion + DataFrameSelector with new ColumnTransformer
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2018-07-31 20:08:33 +01:00 |
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Aurélien Geron
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55adea1ff4
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Add code to compute a confidence interval
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2018-05-08 19:41:47 +02:00 |
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Aurélien Geron
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771dccaca4
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Clarify future encoders in Scikit-Learn 0.20
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2018-05-07 21:09:08 +02:00 |
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Aurélien Geron
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77d3d4838d
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Clarify why we are using OrdinalEncoder and OneHotEncoder
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2018-05-07 20:17:30 +02:00 |
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Aurélien Geron
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71c40c7aec
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Use OrdinalEncoder and OneHotEncoder from Scikit-Learn 0.20 instead of CategoricalEncoder
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2018-05-07 11:27:59 +02:00 |
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Aurélien Geron
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8f6a28e6bc
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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)
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2018-04-03 16:45:53 +02:00 |
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Aurélien Geron
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f9ac449f97
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Add cmap when plotting california image, fixes #65
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2018-03-15 23:26:18 +01:00 |
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rickiepark
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385d635e92
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add params for avoiding warn and improving perf.
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2018-01-30 17:19:37 +09:00 |
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Aurélien Geron
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c8b7f045ee
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Fix hyperparameter search and comment at the end of the solution of exercise 5, chapter 2
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2018-01-14 09:11:47 +01:00 |
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Kxrr
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767affca86
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Fix incorrect description in chapter 2
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2017-11-25 00:02:08 +08:00 |
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Aurélien Geron
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7d7ccce9d3
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Fix factorize() bug, due to housing_cat being a DataFrame, not a Series, fixes #104
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2017-10-20 20:07:40 +02:00 |
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Aurélien Geron
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7a9110ea47
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Merge branch 'master' of https://github.com/pkourdis/handson-ml into pkourdis-master
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2017-10-18 09:01:42 +02:00 |
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pannoos
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f53dc95940
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Fix HOUSING_URL
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2017-10-17 16:41:58 -07:00 |
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Aurélien Geron
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830d6e4751
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Clarify stratified sampling paragraph in ch02
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2017-10-16 14:19:08 +02:00 |
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pannoos
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e287581c93
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Chapter 2: Improvement of code in "Setup" & "Get the data"
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2017-10-15 14:14:05 -07:00 |
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pannoos
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bbe33f7039
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Chapter 2: Generic way of selecting numerical or categorical attributes
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2017-10-15 04:01:07 -07:00 |
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pannoos
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7e4f99085f
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Chapter 2: "Setup" & "Get the data" code improvement
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2017-10-15 03:11:53 -07:00 |
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Aurélien Geron
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204b6ac7ce
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Merge branch 'master' of github.com:ageron/handson-ml
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2017-09-19 13:40:59 +02:00 |
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Aurélien Geron
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7629334e9b
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Do not use LabelEncoder and LabelBinarizer, use factorize() and CategoricalEncoder instead.
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2017-09-19 13:01:23 +02:00 |
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Aurélien Geron
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dbaae16e88
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Merge pull request #77 from jasrys/master
Fix typos
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2017-09-18 08:47:31 +02:00 |
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Aurélien Geron
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b59d2016d6
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Provide workaround and explanations about the breakage of LabelBinarizer by Scikit-Learn 0.19.0
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2017-09-15 14:40:13 +02:00 |
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Jason Rys
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dc901e0ada
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Fix typos
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2017-08-19 08:01:55 -07:00 |
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Aurélien Geron
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11b984eb92
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Make fetch_housing_data() work on Windows
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2017-06-18 13:52:10 +02:00 |
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Aurélien Geron
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7f4cd72d97
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Merge PR #36 by lsshawn: adds helpful notes and fixes the null rows sampling code
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2017-06-08 17:11:08 +02:00 |
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Aurélien Geron
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8935c61570
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Adding missing figure in chapter 02
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2017-06-08 14:23:33 +02:00 |
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Aurélien Geron
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711a577f1a
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Fix figure 2-13 x-axis values and legend not showing
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2017-06-06 22:28:39 +02:00 |
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Aurélien Geron
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bd6c167e09
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Make notebook for ch2 output the same result every time
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2017-06-06 13:21:19 +02:00 |
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Aurélien Geron
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88acd2b4b9
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Make notebook code match book examples more closely in chapter 2
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2017-06-01 09:53:20 +02:00 |
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Aurélien Geron
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168ad47702
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Finish exercise solution for chapter 9, and ensure sync between notebook and book for chapter 2
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2017-05-28 18:14:49 +02:00 |
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Aurélien Geron
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c3da72c4ef
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Explain the expon() and reciprocal() distributions
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2017-05-03 19:46:23 +02:00 |
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Aurélien Geron
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d192f3de7a
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Add exercise solutions
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2017-04-30 17:32:46 +02:00 |
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Aurélien Geron
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d8176ec2cb
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Upgrade notebooks to TensorFlow 1.0.0
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2017-02-17 11:51:26 +01:00 |
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Aurélien Geron
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61f9b54cdb
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Upgrade chapter 2 to sklearn 0.18 and ensure python 2 and python 3 both work
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2016-11-03 23:47:11 +01:00 |
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Aurélien Geron
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dabda0f806
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Fix hash() bug reported by Thiago
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2016-11-03 17:47:08 +01:00 |