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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327407501e
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Add notebook 17 on autoencoders
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2019-04-26 21:19:32 +08:00 |
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Aurélien Geron
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9925735995
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Add the images/nlp directory
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2019-04-23 20:06:24 +08:00 |
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Aurélien Geron
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6f98bc5a04
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Stateful RNNs now support recurrent_dropout
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2019-04-21 15:55:39 +08:00 |
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Aurélien Geron
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33d1894dc1
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Update requirements to use TensorFlow 2.0 alpha0
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2019-04-20 13:05:52 +08:00 |
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Aurélien Geron
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df9b91e2e8
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Rename chapters 11 to 15 and split chapter 15 into 15 and 16
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2019-04-16 20:39:14 +08:00 |
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Aurélien Geron
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61bb73074b
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Add a basic implementation of MultiHeadAttention
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2019-04-16 19:52:49 +08:00 |
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Aurélien Geron
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d24fee1576
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Add .bak.* and datasets/titanic to .gitignore
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2019-04-16 08:44:30 +08:00 |
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Aurélien Geron
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03810ea2f7
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Add chapter 15, time series and NLP using RNNs, CNNs and Attention
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2019-04-16 08:27:36 +08:00 |
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Aurélien Geron
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03c5ef896b
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Add chapter 15 - Handling sequential data (time series and NLP with RNNs and Attention)
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2019-04-16 00:09:43 +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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687fd71b5f
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Add outputs for threshold_90_precision and fix comment, fixes #2
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2019-04-05 17:06:37 +08:00 |
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Aurélien Geron
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6d7dcd7c80
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Work in progress updating ch15
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2019-04-05 17:04:38 +08:00 |
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Aurélien Geron
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6974508cf7
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Remove old TensorFlow chapter
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2019-03-25 18:14:29 +08:00 |
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Aurélien Geron
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f0b432eb59
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Add missing BN layer in ResNet-34 and remove bias in Conv2D
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2019-03-25 12:19:27 +08:00 |
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Aurélien Geron
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3313c21723
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No bias before BN layers
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2019-03-25 12:03:44 +08:00 |
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Aurélien Geron
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1774ede668
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Update CNN chapter
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2019-03-24 09:06:29 +08:00 |
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Aurélien Geron
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7d8dfb45cf
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Move CNN chapter out of work_in_progress
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2019-03-16 13:59:41 +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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e8ed65eac6
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Update index.ipynb with chapters 8 to 13
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2019-03-15 23:41:04 +08:00 |
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Aurélien Geron
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2f78d1f1e5
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Add tf datasets, tf hub, tf probability and tf transform to requirements
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2019-03-15 12:07:50 +08:00 |
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Aurélien Geron
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990fb1a453
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Add notebook for chapter 13, loading and preprocessing data
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2019-03-14 09:15:09 +08:00 |
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Aurélien Geron
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af3f11dbc9
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Add chapter 12 notebook
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2019-03-05 19:46:03 +08:00 |
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Aurélien Geron
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e938df8fb9
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Add kwargs to constructor of custom model
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2019-02-28 19:48:50 +08:00 |
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Aurélien Geron
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ed5c7d6db8
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Add MC Dropout, finish chapter
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2019-02-28 19:48:06 +08:00 |
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Aurélien Geron
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6bc603b508
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Move 13_deep_learning.ipynb to 11_deep_learning.ipynb
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2019-02-17 20:31:59 +08:00 |
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Aurélien Geron
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802a2a7887
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Update deep learning chapter to tf.keras, add SELU and more
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2019-02-17 20:31:28 +08:00 |
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Aurélien Geron
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8d6a55f32c
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TensorFlow 2 preview is now has tf.__version__ >= "2.0"
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2019-02-12 20:32:58 +08:00 |
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Aurélien Geron
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bc01f44075
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Add additional instructions for hosted services
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2019-01-24 10:29:58 +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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0e5f18997c
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Remove jupyter extensions, make nbdime optional, and only install tf-nightly-2.0-preview, not gpu version
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2019-01-22 12:44:04 +08:00 |
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Aurélien Geron
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ef67090d71
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Update index.ipynb to point to the updated usage instructions, and remove Jupyter extensions
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2019-01-22 12:42:23 +08:00 |
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Aurélien Geron
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c0690a9acc
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%cd instead of %mv
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2019-01-22 12:31:36 +08:00 |
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Aurélien Geron
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b3a61cddce
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Simplify README.md, add links to binder, deepnotes and colab, and move installation details to INSTALL.md
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2019-01-22 12:30:13 +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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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 |
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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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10c432a997
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Drop Python 2 (woohoo!) and import matplotlib as mpl
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2019-01-16 23:42:53 +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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ca6eb8c147
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Add chapter 10 - neural nets with Keras
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2019-01-16 23:37:12 +08:00 |
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Aurélien Geron
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2b9bb9bee9
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Split ch08 into ch08 and ch09
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2019-01-15 12:36:29 +08:00 |
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Aurélien Geron
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23a9498e94
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Update README.md, index.ipynb and delete tensorflow_graph_in_jupyter.py
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2019-01-08 12:23:20 +08:00 |
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Aurélien Geron
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02763e43b9
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Move TF notebooks to /work_in_progress and delete 09 and 12 which need a complete rewrite
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2019-01-08 12:00:32 +08:00 |
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Aurélien Geron
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40ac161744
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Merge branch 'master' of /Users/ageron/dev/py/ml/ml-notebooks1
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2018-12-27 12:59:02 +08:00 |
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Aurélien Geron
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e90459c24c
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Fix sigmoid activation function name
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2018-12-27 12:56:48 +08:00 |
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Aurélien Geron
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9baa2f8759
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Rename notebook to Unsupervised Learning
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2018-12-26 12:39:24 +08:00 |
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Aurélien Geron
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904511b035
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Merge branch 'master' of /Users/ageron/dev/py/ml/ml-notebooks1
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2018-12-26 12:38:05 +08:00 |
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Aurélien Geron
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39a28f767c
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Remove workaround for matplotlib 3D issue since it only affected 3.0.0
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2018-12-26 12:37:50 +08:00 |
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Aurélien Geron
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fef2d70f24
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Merge branch 'master' of /Users/ageron/dev/py/ml/ml-notebooks1
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2018-12-26 12:04:53 +08:00 |
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Aurélien Geron
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2492b51cab
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Remove unused cells at the end of the notebook
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2018-12-26 12:04:18 +08:00 |