Aurélien Geron
|
bac934811a
|
Remove version from fetch_openml, and replace some_index with 0
|
2021-11-10 17:57:26 +13:00 |
|
Aurélien Geron
|
a5c8164cc3
|
Sync notebook code examples with book
|
2021-11-03 15:54:29 +13:00 |
|
Aurélien Geron
|
c4c60c5b2f
|
Big update: chapter 3 updated for 3rd edition
|
2021-11-01 22:42:31 +13:00 |
|
Aurélien Geron
|
76e8a7ec80
|
Leave labels as strings
|
2021-10-31 08:28:30 +13:00 |
|
Aurélien Geron
|
90ace1a01c
|
Remove unneeded imports, remove verbose=3, reformat to fit 80 chars wide
|
2021-10-30 13:54:57 +13:00 |
|
Aurélien Geron
|
ad7bf27fbf
|
Big update: clean up notebook 03
|
2021-10-29 18:03:30 +13:00 |
|
Aurélien Geron
|
97dd4d9da4
|
Fix 'Open in Kaggle' link
|
2021-10-18 16:25:32 +13:00 |
|
Aurélien Geron
|
aa319d94f0
|
Require and upgrade to Python 3.8
|
2021-10-17 14:27:34 +13:00 |
|
Aurélien Geron
|
fa1ae51184
|
Large change: replace os.path with pathlib, move to Python 3.7
|
2021-10-15 21:46:27 +13:00 |
|
Aurélien Geron
|
4488c80cf0
|
Improve the solution to the Titanic exercise
|
2021-10-11 21:05:48 +13:00 |
|
Aurélien Geron
|
3f9ff484a6
|
Simplify plot_digits() and add comments, fixes #479
|
2021-10-10 13:55:50 +13:00 |
|
Aurélien Geron
|
fdb5d1695e
|
Replace pip install mcpi with %pip which always installs in the right environment
|
2021-10-07 18:10:34 +13:00 |
|
Aurélien Geron
|
6b821335c0
|
Add some section headers
|
2021-10-03 00:14:44 +13:00 |
|
Aurélien Geron
|
1b96533668
|
Replace 'Open in Colab' button
|
2021-05-26 07:40:58 +12:00 |
|
Peretz Cohen
|
83f64fbedf
|
Update 03_classification.ipynb
fix link
|
2021-05-25 11:11:30 -07:00 |
|
Peretz Cohen
|
4b02bac9da
|
Merge branch 'ageron:master' into add-kaggle-badge
|
2021-05-24 20:24:08 -07:00 |
|
Aurélien Geron
|
c3020f1da5
|
Support running on Kaggle
|
2021-05-25 12:07:29 +12:00 |
|
Peretz Cohen
|
a56acd04d7
|
Update 03_classification.ipynb
add Open in Kaggle badge
|
2021-05-24 15:37:24 -07:00 |
|
Aurélien Geron
|
557b795a69
|
Merge pull request #224 from ibeauregard/changes
A few changes in 03_classification.ipynb
|
2021-03-02 15:39:28 +13:00 |
|
Aurélien Geron
|
1238c1f698
|
Merge branch 'master' into fix-chapter3-header
|
2021-03-02 10:33:10 +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 |
|
hellowesley
|
a86b2f657f
|
fix missing chapter 3 header
|
2021-01-27 20:12:29 -08:00 |
|
Aurélien Geron
|
f225f59780
|
Update to latest library versions
|
2020-11-21 12:22:42 +13:00 |
|
Ian Beauregard
|
508b22e84d
|
Remove unnecessary code in 03_classification
|
2020-08-11 20:29:05 -04:00 |
|
Ian Beauregard
|
d7afbd511d
|
Better regex to match numbers in 03_classification
The previous regex would not match any decimal number where there is no "E" notation. Also added the option "+/-" sign in the "E" part.
|
2020-08-11 09:57:53 -04:00 |
|
Ian Beauregard
|
a102114c62
|
Update 03_classification.ipynb
Create a function parameter for improved consistency.
|
2020-08-11 09:36:32 -04:00 |
|
Ian Beauregard
|
d17126475d
|
Update 03_classification.ipynb
Use a function parameter instead of a global constant.
|
2020-08-11 09:33:51 -04:00 |
|
Aurélien Geron
|
4a48d04a1a
|
Add a comment about sklearn.metrics.plot_confusion_matrix, fixes #142
|
2020-07-05 18:35:06 +12:00 |
|
Aurélien Geron
|
2f7ab70295
|
Update notebooks to latest nbformat
|
2020-04-06 19:13:12 +12:00 |
|
Aurélien Geron
|
c29e8d9e37
|
Merge pull request #65 from patsancu/remove-hardcoded-recall-precision-threshold-coordinates
remove hardcoded values for recall-precision-threshold intersection
|
2020-02-05 09:29:48 +13:00 |
|
Aurélien Geron
|
6ac9776eaa
|
Install urlextract if on Colab for exercise 4 and fix the word count
|
2020-01-25 16:37:00 +13:00 |
|
patrick
|
79fedac881
|
remove hardcoded values for recall-precision-threshold intersection
|
2019-11-14 21:31:06 +01:00 |
|
Aurélien Geron
|
a55720e9e4
|
Make notebooks 1 to 9 runnable in Colab without changes
|
2019-11-05 22:26:52 +08:00 |
|
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
|
f680e49ea2
|
Replace SGD with SVC in OvA vs OvO section
|
2019-05-28 15:21:49 +08:00 |
|
Aurélien Geron
|
03810ea2f7
|
Add chapter 15, time series and NLP using RNNs, CNNs and Attention
|
2019-04-16 08:27:36 +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
|
687fd71b5f
|
Add outputs for threshold_90_precision and fix comment, fixes #2
|
2019-04-05 17:06:37 +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
|
a7c50e12c4
|
Add boxplot in notebook 03, exercise 3
|
2018-05-26 15:01:33 +02:00 |
|
Aurélien Geron
|
c4e72ddc49
|
Replace pip with pip3, and add random_state to LogisticRegression
|
2018-05-08 12:33:46 +02:00 |
|
Aurélien Geron
|
4dbb575933
|
Merge pull request #161 from nbgraham/patch-2
Ch. 3: Updates explanation to match data
|
2018-05-08 11:25:19 +02:00 |
|
Aurélien Geron
|
771dccaca4
|
Clarify future encoders in Scikit-Learn 0.20
|
2018-05-07 21:09:08 +02:00 |
|
Aurélien Geron
|
46f547daeb
|
Replace the CategoricalEncoder with the OneHotEncoder class
|
2018-05-07 19:52:01 +02:00 |
|
rickiepark
|
31d2f0d695
|
add n_jobs param
|
2018-01-30 17:49:44 +09:00 |
|
rickiepark
|
385d635e92
|
add params for avoiding warn and improving perf.
|
2018-01-30 17:19:37 +09:00 |