Jerome Lovy
9b7ab19c56
Import urllib.request instead of urllib
...
As of January 25, 2021, in some environments, such as Colab (Python 3.6.9),
the following import statement
import urllib
is not the right one for using urllib.request.
Indeed, calls to urllib.request functions then yield the following error:
AttributeError: module 'urllib' has no attribute 'request'
One must import urllib.request instead.
See also https://stackoverflow.com/q/22278993
2021-01-25 11:55:32 +01:00
Aurélien Geron
f225f59780
Update to latest library versions
2020-11-21 12:22:42 +13:00
Haesun Park
42196c4235
fix colorbar ticks
2020-05-09 11:40:30 +09:00
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
bbadc3276a
Merge branch 'master' of github.com:ageron/handson-ml2
2019-10-21 09:02:13 +08:00
Aurélien Geron
143ef4b1db
Remove y=None argument in the transform() method
2019-10-17 18:05:01 +08:00
jmribeiro
aed738c7ad
Removed duplicated np.random.seed(42) entry from the second notebook
2019-10-13 19:20:42 +01:00
Aurélien Geron
07b83a5e09
Import urllib directly instead of from six.moves, as we move away from Python 2
2019-10-12 16:29:54 +09:30
Aurélien Geron
ec3136f59f
Add index=housing.index when wrapping array in a DataFrame, fixes #426
2019-05-12 21:28:56 +08:00
Aurélien Geron
7335c9d5c0
Use separate joblib package rather than the one in sklearn (which is deprecated)
2019-04-26 21:22:15 +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
5f6be6fa6f
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
1a6bb0b199
Create image directory and check for sklearn >= 0.20
2019-01-21 18:42:31 +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
a82e624171
Fix comment in DataFrameSelector
2018-07-31 23:10:23 +01:00
Aurélien Geron
9367c6ef42
Silence gelsd warning
2018-07-31 20:22:05 +01:00
Aurélien Geron
e2d450708a
Replace FeatureUnion + DataFrameSelector with new ColumnTransformer
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
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
71c40c7aec
Use OrdinalEncoder and OneHotEncoder from Scikit-Learn 0.20 instead of CategoricalEncoder
2018-05-07 11:27:59 +02:00
Aurélien Geron
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
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
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
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
dbaae16e88
Merge pull request #77 from jasrys/master
...
Fix typos
2017-09-18 08:47:31 +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
11b984eb92
Make fetch_housing_data() work on Windows
2017-06-18 13:52:10 +02:00
Aurélien Geron
7f4cd72d97
Merge PR #36 by lsshawn: adds helpful notes and fixes the null rows sampling code
2017-06-08 17:11:08 +02:00
Aurélien Geron
8935c61570
Adding missing figure in chapter 02
2017-06-08 14:23:33 +02:00
Aurélien Geron
711a577f1a
Fix figure 2-13 x-axis values and legend not showing
2017-06-06 22:28:39 +02:00
Aurélien Geron
bd6c167e09
Make notebook for ch2 output the same result every time
2017-06-06 13:21:19 +02:00
Aurélien Geron
88acd2b4b9
Make notebook code match book examples more closely in chapter 2
2017-06-01 09:53:20 +02:00
Aurélien Geron
168ad47702
Finish exercise solution for chapter 9, and ensure sync between notebook and book for chapter 2
2017-05-28 18:14:49 +02:00
Aurélien Geron
c3da72c4ef
Explain the expon() and reciprocal() distributions
2017-05-03 19:46:23 +02:00
