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  • 03cadf00ca Update linear algebra tutorial Victor Khaustov 2022-05-18 17:20:41 +09:00
  • 830eecfb43 Merge branch 'main' of github.com:ageron/handson-ml3 Aurélien Geron 2022-05-18 15:46:37 +12:00
  • 4024fbc40d Add n_jobs=-1 for the BaggingClassifier Aurélien Geron 2022-05-18 15:46:28 +12:00
  • 6cab5b4a40 Merge pull request #11 from vi3itor/update-pandas-tutorial Aurélien Geron 2022-05-18 09:07:23 +12:00
  • 10a2b8fc1a Update pandas tutorial Victor Khaustov 2022-05-17 16:01:51 +09:00
  • cf964f0303 Merge pull request #10 from vi3itor/update-matplotlib-tutorial Aurélien Geron 2022-05-17 11:05:36 +12:00
  • cd69d7cc1c Update matplotlib tutorial Victor Khaustov 2022-05-16 19:31:12 +09:00
  • 93e06ef6fc Merge pull request #9 from vi3itor/fix-tools-numpy Aurélien Geron 2022-05-14 10:08:51 +12:00
  • 8dcd85ead2 Remove redundant parentheses Victor Khaustov 2022-05-13 19:05:00 +09:00
  • 0ee2d2d626 Remove unnecessary comma Victor Khaustov 2022-05-13 18:28:52 +09:00
  • 507505743f Fix diff conflict Victor Khaustov 2022-05-13 18:24:04 +09:00
  • b2ba41f05a Update docs links and correct typos in tools_numpy Victor Khaustov 2022-05-13 18:15:41 +09:00
  • d07f0ec46c Merge pull request #7 from vi3itor/ch3-errata Aurélien Geron 2022-05-13 17:47:45 +12:00
  • 96712facfb Merge pull request #8 from vi3itor/ml-checklist-typos Aurélien Geron 2022-05-13 17:44:19 +12:00
  • 248c9a78d7 Fix typos in ML project checklist and requirements Victor Khaustov 2022-05-12 15:39:15 +09:00
  • a3bbf0716b Fix typos and deprecated shift() call in ch 3 Victor Khaustov 2022-05-11 18:39:45 +09:00
  • ec67af216b Merge pull request #6 from vi3itor/ch2-errata Aurélien Geron 2022-05-09 22:47:48 +12:00
  • 338c0907a2 Fix a few typos and deprecated np.object reference Victor Khaustov 2022-05-09 17:31:09 +09:00
  • f92a7497f8 Clarify a few figures, and remove unneeded raw strings Aurélien Geron 2022-05-05 16:25:41 +12:00
  • f4515c0995 Add explanations for distributed Keras Tuner on Vertex AI Aurélien Geron 2022-04-20 11:07:46 +12:00
  • c345b60732 Add section on hyperparameter tuning using Vertex AI's blackbox optimization service Aurélien Geron 2022-04-19 09:23:30 +12:00
  • 96edbd5ef4 Use '/gcs/' instead of 'gs://' Aurélien Geron 2022-04-18 10:47:33 +12:00
  • f148784e14 Remove unused import and use /gcs path instead of gs:// Aurélien Geron 2022-04-18 10:45:53 +12:00
  • e611c9bcf0 Use server_image instead of repeating gcr.io URI Aurélien Geron 2022-04-17 22:25:53 +12:00
  • 410367eed1 tf.lite.Optimize.OPTIMIZE_FOR_SIZE is deprecated, use DEFAULT instead Aurélien Geron 2022-04-17 12:17:50 +12:00
  • 58e5232e29 Remove sklearn version check when sklearn is not needed Aurélien Geron 2022-04-17 12:17:13 +12:00
  • ce104660c6 Fix hyperparameter tuning on Vertex AI Aurélien Geron 2022-04-16 22:11:30 +12:00
  • b01d1862f3 Add keras-tuner, google cloud aiplatform, and google cloud storage Aurélien Geron 2022-04-16 17:32:04 +12:00
  • b67e51af2c Sync notebook code with book code (rename max_dims to embed_size) Aurélien Geron 2022-04-16 17:30:08 +12:00
  • d5d16c3202 Fix execution count Aurélien Geron 2022-04-16 09:00:38 +12:00
  • 3f59011075 comment out split GPU code, and add cleanup code Aurélien Geron 2022-04-16 08:59:29 +12:00
  • ce5fa07d59 Add missing NumPy import, and clarify GCP account creation Aurélien Geron 2022-04-15 22:48:36 +12:00
  • f6f90a46ba Big update to chapter 19 for the 3rd edition Aurélien Geron 2022-04-15 20:11:40 +12:00
  • 5578c334d7 Big update to chapter 18 for the 3rd edition Aurélien Geron 2022-04-05 21:47:12 +12:00
  • 395d999918 statsmodels is preinstalled on Kaggle Aurélien Geron 2022-04-05 18:20:41 +12:00
  • 0f9d6d032f TensorFlow-Addons is preinstalled on Kaggle Aurélien Geron 2022-04-05 18:20:23 +12:00
  • 0f6711b459 Hashing using binary autoencoder fix Aurélien Geron 2022-04-01 14:13:39 +13:00
  • 541ea1d7b1 Add missing argument n_epochs=50 Aurélien Geron 2022-04-01 12:11:37 +13:00
  • 05e891c997 Rename notebook to add diffusion models Aurélien Geron 2022-04-01 11:01:45 +13:00
  • 9d3000bdc9 Fix Colab and Kaggle links Aurélien Geron 2022-04-01 10:59:51 +13:00
  • 18ae302d72 Add missing extension .ipynb Aurélien Geron 2022-04-01 10:58:01 +13:00
  • 7901ee0480 Big update to chapter 17 for the 3rd edition, add diffusion models Aurélien Geron 2022-04-01 10:56:04 +13:00
  • dcb43f2881 Add GPU accelerator to notebooks 14 to 19 Aurélien Geron 2022-03-23 11:02:35 +13:00
  • 65c95a5cc7 Big update of chapter 16 for 3rd edition Aurélien Geron 2022-03-21 21:43:01 +13:00
  • a2f8391951 Upgrade to TensorFlow 2.8 Aurélien Geron 2022-03-01 11:41:27 +13:00
  • b658ab40c0 Add workaround for StringLookup in Sequential model issue Aurélien Geron 2022-02-21 16:43:52 +13:00
  • 446fbb81cb Add warning about StringLookup issue in TF 2.8.0 Aurélien Geron 2022-02-21 16:03:32 +13:00
  • b62624c4cd Download quickdraw dataset into ./datasets/ folder Aurélien Geron 2022-02-21 15:04:19 +13:00
  • 060420e1ac Download spam dataset into the ./datasets/ folder Aurélien Geron 2022-02-21 15:03:05 +13:00
  • f9d581b646 Download the ridership data Aurélien Geron 2022-02-21 14:40:39 +13:00
  • c3ca373556 Install the TensorFlow-Addons library on Colab or Kaggle Aurélien Geron 2022-02-21 14:39:49 +13:00
  • b5fa249fd3 Install statsmodel lib on Colab/Kaggle, and fix download of Bach chorales Aurélien Geron 2022-02-21 10:32:04 +13:00
  • 0ce6548ddc Tarballs like housing.tgz include the parent directory Aurélien Geron 2022-02-21 10:23:31 +13:00
  • 517a2f18be Fix titanic data download function Aurélien Geron 2022-02-21 10:20:48 +13:00
  • 2f777d7f3f Tarballs like housing.tgz include the parent directory Aurélien Geron 2022-02-21 09:51:32 +13:00
  • 027d7368c0 Fix exercise section Aurélien Geron 2022-02-20 17:38:01 +13:00
  • 5e4465a7bc Add missing %load_ext tensorboard and add exercise outputs Aurélien Geron 2022-02-20 17:36:52 +13:00
  • 394f64bf8f Remove labelcolor argument in plt.legend(), as it requires recent matplotlib Aurélien Geron 2022-02-20 12:55:08 +13:00
  • ed704b8e34 Use read_csv() to download the data directly Aurélien Geron 2022-02-19 23:18:10 +13:00
  • 85171acd17 Require Python 3.7+ Aurélien Geron 2022-02-19 23:03:20 +13:00
  • 3cd107cae8 Update README.md to 3rd edition Aurélien Geron 2022-02-19 22:52:43 +13:00
  • 0a28fab583 Add notebook outputs Aurélien Geron 2022-02-19 22:24:54 +13:00
  • bbc1113951 Work in progress for chapters 16 to 19 Aurélien Geron 2022-02-19 22:09:28 +13:00
  • 4a0a353b5b Add Setup header Aurélien Geron 2022-02-19 22:08:31 +13:00
  • c9b977309a Move datasets to project ageron/data to shrink this repo Aurélien Geron 2022-02-19 21:36:43 +13:00
  • 8745a9c2ac Update lib versions Aurélien Geron 2022-02-19 18:49:54 +13:00
  • 9e5ee748d9 Update execution count in ch14 Aurélien Geron 2022-02-19 18:19:59 +13:00
  • 591d6e4b3e Big update of chapters 11, 12, 13 for 3rd edition Aurélien Geron 2022-02-19 18:19:26 +13:00
  • 4ba9496a87 Update plot options Aurélien Geron 2022-02-19 18:18:08 +13:00
  • b63019fd28 Sync notebook with book's code examples, and better identify extra code Aurélien Geron 2022-02-19 18:17:36 +13:00
  • 1c2421fc88 Big update of chapter 15 for 3rd edition Aurélien Geron 2022-02-19 18:07:03 +13:00
  • 8be4640d8a Remove redundant fontsize=14 Aurélien Geron 2022-01-31 11:12:12 +13:00
  • a18cb82f34 Remove transpose conv section, fix python 3.7->3.8, small tweaks Aurélien Geron 2022-01-31 11:10:02 +13:00
  • 9bd3b4ad9a Big update of chapter 14 for 3rd edition Aurélien Geron 2022-01-31 10:24:33 +13:00
  • 36761f03f1 Change environment name from tf2 to homl3 Aurélien Geron 2021-12-21 11:35:26 +13:00
  • 3552690321 Remove redundant comment Aurélien Geron 2021-12-08 15:16:42 +13:00
  • 146e6fc062 Big update of chapter 10 for 3rd edition Aurélien Geron 2021-12-08 11:58:36 +13:00
  • 319df2454d For regression, it's better to talk about targets than labels Aurélien Geron 2021-11-29 12:15:44 +13:00
  • 52d4f0a8c6 Make font sizes consistent across notebooks Aurélien Geron 2021-11-27 23:03:26 +13:00
  • e72b210d97 Load plt before setting rcParams Aurélien Geron 2021-11-27 13:47:56 +13:00
  • 84f474d92c Load plt before setting rcParams and remove unneeded fontsize=14 Aurélien Geron 2021-11-27 13:46:38 +13:00
  • 0b94d240a5 Load plt before setting rcParams Aurélien Geron 2021-11-27 13:43:11 +13:00
  • c3a2dfd28e Remove unneeded fontsize=14 Aurélien Geron 2021-11-27 13:39:04 +13:00
  • 72f9488c5d Remove unneeded fontsize=14 Aurélien Geron 2021-11-27 13:38:47 +13:00
  • 3ec8eaa79e Load plt before setting rcParams Aurélien Geron 2021-11-27 12:54:49 +13:00
  • 16e66a50fa Load plt before setting rcParams Aurélien Geron 2021-11-27 12:43:26 +13:00
  • 19e109c02c Load plt before setting rcParams Aurélien Geron 2021-11-27 12:37:41 +13:00
  • 1245f13446 Add exercise2.png image for the solution to exercise 2 in chapter 10 Aurélien Geron 2021-11-25 21:46:41 +13:00
  • 1cb374d14e Add exercise solutions (from former appendix A) to notebooks 1 to 9 Aurélien Geron 2021-11-25 21:45:32 +13:00
  • 97b371329c Split figure 3-9 in two, and compare models using PR curve rather than ROC curve Aurélien Geron 2021-11-25 17:49:46 +13:00
  • 01d5df8e72 Remove unneeded comments, sync notebook with book code Aurélien Geron 2021-11-25 15:09:48 +13:00
  • 8e97aab84b Big update of chapter 5 for 3rd edition Aurélien Geron 2021-11-25 14:38:40 +13:00
  • 608d9ce815 Big update of chapter 5 for 3rd edition Aurélien Geron 2021-11-23 22:46:24 +13:00
  • 84c512121d Use @ operator, fix animation (shorten, improve code, and zoom) Aurélien Geron 2021-11-23 18:21:10 +13:00
  • 0cdac2f683 %matplotlib inline not needed anymore, use PIL.Image.open instead of imread Aurélien Geron 2021-11-23 17:51:16 +13:00
  • 4b705443ce Update math_linear_algebra.ipynb to use @ operator and fix some rendering issues Aurélien Geron 2021-11-23 17:03:34 +13:00
  • 5a4db9ea46 Update tools_numpy.ipynb to the latest libs Aurélien Geron 2021-11-23 16:01:28 +13:00
  • 5bb0366125 Replace handson-ml2 with handson-ml3, and fix figure chapter numbers Aurélien Geron 2021-11-23 15:42:16 +13:00
  • e38983d595 Add back chapter 05 on SVMs Aurélien Geron 2021-11-23 13:43:18 +13:00
  • a2c05861f3 Move notebooks again as the SVM chapter is added back Aurélien Geron 2021-11-23 13:41:17 +13:00