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248c9a78d7
Fix typos in ML project checklist and requirements
2022-05-12 15:39:15 +0900
a3bbf0716b
Fix typos and deprecated shift() call in ch 3
2022-05-11 18:39:45 +0900
ec67af216b
Merge pull request #6 from vi3itor/ch2-errata
2022-05-09 22:47:48 +1200
338c0907a2
Fix a few typos and deprecated np.object reference
2022-05-09 17:31:09 +0900
f92a7497f8
Clarify a few figures, and remove unneeded raw strings
2022-05-05 16:25:41 +1200
f4515c0995
Add explanations for distributed Keras Tuner on Vertex AI
2022-04-20 11:07:46 +1200
c345b60732
Add section on hyperparameter tuning using Vertex AI's blackbox optimization service
2022-04-19 09:23:30 +1200
96edbd5ef4
Use '/gcs/' instead of 'gs://'
2022-04-18 10:47:33 +1200
f148784e14
Remove unused import and use /gcs path instead of gs://
2022-04-18 10:45:53 +1200
e611c9bcf0
Use server_image instead of repeating gcr.io URI
2022-04-17 22:25:53 +1200
410367eed1
tf.lite.Optimize.OPTIMIZE_FOR_SIZE is deprecated, use DEFAULT instead
2022-04-17 12:17:50 +1200
58e5232e29
Remove sklearn version check when sklearn is not needed
2022-04-17 12:17:13 +1200
ce104660c6
Fix hyperparameter tuning on Vertex AI
2022-04-16 22:11:30 +1200
b01d1862f3
Add keras-tuner, google cloud aiplatform, and google cloud storage
2022-04-16 17:32:04 +1200
b67e51af2c
Sync notebook code with book code (rename max_dims to embed_size)
2022-04-16 17:30:08 +1200
d5d16c3202
Fix execution count
2022-04-16 09:00:38 +1200
3f59011075
comment out split GPU code, and add cleanup code
2022-04-16 08:59:29 +1200
ce5fa07d59
Add missing NumPy import, and clarify GCP account creation
2022-04-15 22:48:36 +1200
f6f90a46ba
Big update to chapter 19 for the 3rd edition
2022-04-15 20:11:40 +1200
5578c334d7
Big update to chapter 18 for the 3rd edition
2022-04-05 21:47:12 +1200
395d999918
statsmodels is preinstalled on Kaggle
2022-04-05 18:20:41 +1200
0f9d6d032f
TensorFlow-Addons is preinstalled on Kaggle
2022-04-05 18:20:23 +1200
0f6711b459
Hashing using binary autoencoder fix
2022-04-01 14:13:39 +1300
541ea1d7b1
Add missing argument n_epochs=50
2022-04-01 12:11:37 +1300
05e891c997
Rename notebook to add diffusion models
2022-04-01 11:01:45 +1300
9d3000bdc9
Fix Colab and Kaggle links
2022-04-01 10:59:51 +1300
18ae302d72
Add missing extension .ipynb
2022-04-01 10:58:01 +1300
7901ee0480
Big update to chapter 17 for the 3rd edition, add diffusion models
2022-04-01 10:56:04 +1300
dcb43f2881
Add GPU accelerator to notebooks 14 to 19
2022-03-23 11:02:35 +1300
65c95a5cc7
Big update of chapter 16 for 3rd edition
2022-03-21 21:43:01 +1300
a2f8391951
Upgrade to TensorFlow 2.8
2022-03-01 11:41:27 +1300
b658ab40c0
Add workaround for StringLookup in Sequential model issue
2022-02-21 16:43:52 +1300
446fbb81cb
Add warning about StringLookup issue in TF 2.8.0
2022-02-21 16:03:32 +1300
b62624c4cd
Download quickdraw dataset into ./datasets/ folder
2022-02-21 15:04:19 +1300
060420e1ac
Download spam dataset into the ./datasets/ folder
2022-02-21 15:03:05 +1300
f9d581b646
Download the ridership data
2022-02-21 14:40:39 +1300
c3ca373556
Install the TensorFlow-Addons library on Colab or Kaggle
2022-02-21 14:39:49 +1300
b5fa249fd3
Install statsmodel lib on Colab/Kaggle, and fix download of Bach chorales
2022-02-21 10:32:04 +1300
0ce6548ddc
Tarballs like housing.tgz include the parent directory
2022-02-21 10:23:31 +1300
517a2f18be
Fix titanic data download function
2022-02-21 10:20:48 +1300
2f777d7f3f
Tarballs like housing.tgz include the parent directory
2022-02-21 09:51:32 +1300
027d7368c0
Fix exercise section
2022-02-20 17:38:01 +1300
5e4465a7bc
Add missing %load_ext tensorboard and add exercise outputs
2022-02-20 17:36:52 +1300
394f64bf8f
Remove labelcolor argument in plt.legend(), as it requires recent matplotlib
2022-02-20 12:55:08 +1300
ed704b8e34
Use read_csv() to download the data directly
2022-02-19 23:18:10 +1300
85171acd17
Require Python 3.7+
2022-02-19 23:03:20 +1300
3cd107cae8
Update README.md to 3rd edition
2022-02-19 22:52:43 +1300
0a28fab583
Add notebook outputs
2022-02-19 22:24:54 +1300
bbc1113951
Work in progress for chapters 16 to 19
2022-02-19 22:09:28 +1300
4a0a353b5b
Add Setup header
2022-02-19 22:08:31 +1300
c9b977309a
Move datasets to project ageron/data to shrink this repo
2022-02-19 21:36:43 +1300
8745a9c2ac
Update lib versions
2022-02-19 18:49:54 +1300
9e5ee748d9
Update execution count in ch14
2022-02-19 18:19:59 +1300
591d6e4b3e
Big update of chapters 11, 12, 13 for 3rd edition
2022-02-19 18:19:26 +1300
4ba9496a87
Update plot options
2022-02-19 18:18:08 +1300
b63019fd28
Sync notebook with book's code examples, and better identify extra code
2022-02-19 18:17:36 +1300
1c2421fc88
Big update of chapter 15 for 3rd edition
2022-02-19 18:07:03 +1300
8be4640d8a
Remove redundant fontsize=14
2022-01-31 11:12:12 +1300
a18cb82f34
Remove transpose conv section, fix python 3.7->3.8, small tweaks
2022-01-31 11:10:02 +1300
9bd3b4ad9a
Big update of chapter 14 for 3rd edition
2022-01-31 10:24:33 +1300
36761f03f1
Change environment name from tf2 to homl3
2021-12-21 11:35:26 +1300
3552690321
Remove redundant comment
2021-12-08 15:16:42 +1300
146e6fc062
Big update of chapter 10 for 3rd edition
2021-12-08 11:58:36 +1300
319df2454d
For regression, it's better to talk about targets than labels
2021-11-29 12:15:44 +1300
52d4f0a8c6
Make font sizes consistent across notebooks
2021-11-27 23:03:26 +1300
e72b210d97
Load plt before setting rcParams
2021-11-27 13:47:56 +1300
84f474d92c
Load plt before setting rcParams and remove unneeded fontsize=14
2021-11-27 13:46:38 +1300
0b94d240a5
Load plt before setting rcParams
2021-11-27 13:43:11 +1300
c3a2dfd28e
Remove unneeded fontsize=14
2021-11-27 13:39:04 +1300
72f9488c5d
Remove unneeded fontsize=14
2021-11-27 13:38:47 +1300
3ec8eaa79e
Load plt before setting rcParams
2021-11-27 12:54:49 +1300
16e66a50fa
Load plt before setting rcParams
2021-11-27 12:43:26 +1300
19e109c02c
Load plt before setting rcParams
2021-11-27 12:37:41 +1300
1245f13446
Add exercise2.png image for the solution to exercise 2 in chapter 10
2021-11-25 21:46:41 +1300
1cb374d14e
Add exercise solutions (from former appendix A) to notebooks 1 to 9
2021-11-25 21:45:32 +1300
97b371329c
Split figure 3-9 in two, and compare models using PR curve rather than ROC curve
2021-11-25 17:49:46 +1300
01d5df8e72
Remove unneeded comments, sync notebook with book code
2021-11-25 15:09:48 +1300
8e97aab84b
Big update of chapter 5 for 3rd edition
2021-11-25 14:38:40 +1300
608d9ce815
Big update of chapter 5 for 3rd edition
2021-11-23 22:46:24 +1300
84c512121d
Use @ operator, fix animation (shorten, improve code, and zoom)
2021-11-23 18:21:10 +1300
0cdac2f683
%matplotlib inline not needed anymore, use PIL.Image.open instead of imread
2021-11-23 17:51:16 +1300
4b705443ce
Update math_linear_algebra.ipynb to use @ operator and fix some rendering issues
2021-11-23 17:03:34 +1300
5a4db9ea46
Update tools_numpy.ipynb to the latest libs
2021-11-23 16:01:28 +1300
5bb0366125
Replace handson-ml2 with handson-ml3, and fix figure chapter numbers
2021-11-23 15:42:16 +1300
e38983d595
Add back chapter 05 on SVMs
2021-11-23 13:43:18 +1300
a2c05861f3
Move notebooks again as the SVM chapter is added back
2021-11-23 13:41:17 +1300
07b8560867
Big update of notebook 8 for the 3rd edition
2021-11-22 21:36:00 +1300
4aeb5a92d4
Remove images/svm/README
2021-11-22 11:17:41 +1300
9733dae04e
Replace .format with f-strings
2021-11-22 10:19:22 +1300
37abd9c4d5
Clarify the 'not in the book' comments, and rename decision_tree_instability_plot to decision_tree_high_variance_plot
2021-11-22 10:19:04 +1300
4eb68a8b7a
Replace .format with f-strings
2021-11-22 10:18:02 +1300
c4280cc354
Replace .format with f-strings
2021-11-22 10:17:46 +1300
599758a1bb
No need to save cyprus_prediction_plot anymore, it's unused in the book
2021-11-22 10:16:27 +1300
e86a80cfdf
move images/distributed to images/deploy
2021-11-22 09:47:10 +1300
6465bc9907
Clarify the 'not in the book' comments
2021-11-21 18:04:07 +1300
7f0c64b0f4
Clarify the 'not in the book' comments
2021-11-21 17:55:56 +1300
dc64daaf65
Clarify the 'not in the book' comments
2021-11-21 17:36:22 +1300
633436e8ae
Clarify the 'not in the book' comments
2021-11-21 17:06:37 +1300
c46123155d
Clarify the 'not in the book' comments
2021-11-21 16:40:36 +1300
3e7fe8e2ff
Improve 3D dataset and add missing random_state=42 for PCA in exercises
2021-11-19 23:36:04 +1300
Victor Khaustov