Aurélien Geron
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5bb0366125
|
Replace handson-ml2 with handson-ml3, and fix figure chapter numbers
|
2021-11-23 15:42:16 +13:00 |
|
Aurélien Geron
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a2c05861f3
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Move notebooks again as the SVM chapter is added back
|
2021-11-23 13:41:17 +13:00 |
|
Aurélien Geron
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ce4fccf74c
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Large change: Chapter 5 on SVMs moves online
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2021-10-15 21:59:45 +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 |
|
Aurélien Geron
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3f9ff484a6
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Simplify plot_digits() and add comments, fixes #479
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2021-10-10 13:55:50 +13:00 |
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Aurélien Geron
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3f89676892
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Improve alignment between notebook and book section headers
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2021-10-03 23:05:49 +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 |
|
Aurélien Geron
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9286e4f04f
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Fix comment and simplify 'neighbors' code
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2021-03-02 18:14:12 +13:00 |
|
Aurélien Geron
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5663779ae8
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Use as_frame=False for fetch_open_ml(), and svd_solver=full for PCA, fixes #358
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2021-03-02 09:19:21 +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 |
|
Aurélien Geron
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2f7ab70295
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Update notebooks to latest nbformat
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2020-04-06 19:13:12 +12:00 |
|
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 |
|
Aurélien Geron
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dd5e648c62
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Rename figure
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2019-05-06 13:15:01 +08:00 |
|
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 |
|
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 |
|
Aurélien Geron
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b546b743be
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Create image directory and check for sklearn >= 0.20 and TensorFlow >= 2.0-preview
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2019-01-21 18:13:10 +08:00 |
|
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
|
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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2b9bb9bee9
|
Split ch08 into ch08 and ch09
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2019-01-15 12:36:29 +08:00 |
|
Aurélien Geron
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ee5c0ee213
|
Rename chapter 8 to 'unsupervised learning'
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2018-12-26 11:45:36 +08:00 |
|
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)
|
2018-12-21 10:18:31 +08:00 |
|
kaksat
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b9269e7207
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Correction of a typo
Current version produces the following error:
AttributeError: module 'matplotlib.cm' has no attribute 'spectral'
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2018-08-06 21:57:40 +02:00 |
|
kaksat
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50aeba2e67
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Correction of a formula for silhouette coefficient
Source:
http://scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_score.html
|
2018-08-06 20:21:35 +02:00 |
|
Aurélien Geron
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0a1b040d9d
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Add extra material in notebook 08: clustering, anomaly detection, gaussian mixtures
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2018-05-07 21:20:49 +02:00 |
|
Aurélien Geron
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8fa23cceaf
|
Clarify the mini-batch K-Means performance comparison diagram
|
2018-05-07 16:07:15 +02:00 |
|
Aurélien Geron
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50d5c8b426
|
Add clustering, density estimation and anomaly detection to chapter 8
|
2018-04-04 11:49:00 +02:00 |
|
Aurélien Geron
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eefe262dca
|
Fix typo (pca->rbf_pca), fixes #192
|
2018-03-15 18:51:08 +01:00 |
|
Aurélien Geron
|
dbaae16e88
|
Merge pull request #77 from jasrys/master
Fix typos
|
2017-09-18 08:47:31 +02:00 |
|
Aurélien Geron
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d016b56672
|
Replace V with Vt and add a note about the error in ch 8
|
2017-09-15 17:52:20 +02:00 |
|
Jason Rys
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dc901e0ada
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Fix typos
|
2017-08-19 08:01:55 -07:00 |
|
Aurélien Geron
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b11721e1e5
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Add exercise solutions for chapter 08
|
2017-06-26 00:09:23 +02:00 |
|
Aurélien Geron
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6947a43d0d
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Add solution to exercise 9 in chapter 8
|
2017-06-24 17:23:47 +02:00 |
|
Aurélien Geron
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e9a8883531
|
Use 'np.random' rather than 'import numpy.random as rnd', and add random_state to make notebook's output constant
|
2017-06-06 17:20:38 +02:00 |
|
Aurélien Geron
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3680f6a27c
|
Add a few explanations in notebook 08, and better sync code with book
|
2017-06-02 16:02:35 +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
|
40c264d088
|
Move to sklearn 0.18
|
2016-11-05 14:26:57 +01:00 |
|
Aurélien Geron
|
d7d6c121e3
|
Add notebooks for chapters 5 to 14
|
2016-09-27 23:31:21 +02:00 |