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  • 581253b47a Add xgboost example and upgrade to latest matplotlib version Aurélien Geron 2018-05-08 12:43:49 +02:00
  • d9fdb0542b Remove linewidth argument for plt.contourf() Aurélien Geron 2018-05-08 12:38:05 +02:00
  • fb3e68709e Replace n_iter with max_iter in SGDClassifier Aurélien Geron 2018-05-08 12:36:43 +02:00
  • c4e72ddc49 Replace pip with pip3, and add random_state to LogisticRegression Aurélien Geron 2018-05-08 12:33:46 +02:00
  • 4dbb575933 Merge pull request #161 from nbgraham/patch-2 Aurélien Geron 2018-05-08 11:25:19 +02:00
  • fb4e5aa4ea Fix equation 16-6 (max_alpha'=>max_a') Aurélien Geron 2018-05-07 22:47:28 +02:00
  • 2af3c59dd6 Add *.old, *.dot and lifesat.csv (generated) to .gitignore Aurélien Geron 2018-05-07 22:46:44 +02:00
  • 373a52c39e Add a quick intro to the Data API in notebook 12 Aurélien Geron 2018-05-07 22:45:48 +02:00
  • 0a1b040d9d Add extra material in notebook 08: clustering, anomaly detection, gaussian mixtures Aurélien Geron 2018-05-07 21:20:49 +02:00
  • 771dccaca4 Clarify future encoders in Scikit-Learn 0.20 Aurélien Geron 2018-05-07 21:09:08 +02:00
  • 77d3d4838d Clarify why we are using OrdinalEncoder and OneHotEncoder Aurélien Geron 2018-05-07 20:17:30 +02:00
  • 46f547daeb Replace the CategoricalEncoder with the OneHotEncoder class Aurélien Geron 2018-05-07 19:52:01 +02:00
  • bdd58b7c52 Improve the formatting of a few equations, in particular theta vector should have a bold font Aurélien Geron 2018-05-07 16:13:51 +02:00
  • 8fa23cceaf Clarify the mini-batch K-Means performance comparison diagram Aurélien Geron 2018-05-07 16:07:15 +02:00
  • 71c40c7aec Use OrdinalEncoder and OneHotEncoder from Scikit-Learn 0.20 instead of CategoricalEncoder Aurélien Geron 2018-05-07 11:27:59 +02:00
  • 32efe073a5 Merge branch 'master' of github.com:ageron/handson-ml Aurélien Geron 2018-05-07 11:02:43 +02:00
  • 6c7c6d158b Upgrade libraries to latest versions Aurélien Geron 2018-05-07 11:01:38 +02:00
  • 2120a70368 Merge branch 'master' of github.com:ageron/handson-ml Aurélien Geron 2018-05-07 09:56:08 +02:00
  • 53b89d7b45 Merge branch 'master' of github.com:ageron/handson-ml Aurélien Geron 2018-05-04 11:00:26 +02:00
  • e3937b65d4 Merge pull request #218 from cp612sh/cn-ver-capsnet Aurélien Geron 2018-05-04 10:57:04 +02:00
  • 64f6323b62 zh-cn version cp612sh 2018-05-02 21:03:33 +08:00
  • 2f4fa014a4 Update and fix list of equations in book_equations.ipynb Aurélien Geron 2018-04-26 14:29:47 +02:00
  • cd9dc675fc Merge branch 'master' of github.com:ageron/handson-ml Aurélien Geron 2018-04-07 17:20:04 +02:00
  • 9bc4358148 Update to latest library versions Aurélien Geron 2018-04-07 17:13:20 +02:00
  • 50d5c8b426 Add clustering, density estimation and anomaly detection to chapter 8 Aurélien Geron 2018-04-04 11:49:00 +02:00
  • bc1973e1d1 Merge branch 'master' of github.com:ageron/handson-ml Aurélien Geron 2018-04-03 16:46:07 +02:00
  • 8f6a28e6bc Improve the implementation of the test_set_check() function: faster, supports python 2 and 3, and more fine grain split (32 bits intead of 8) Aurélien Geron 2018-04-03 16:45:53 +02:00
  • aaa5246d9c use ReplayMemory Nilesh PS 2018-03-28 20:07:39 +05:30
  • 16e8a8cf61 use list with circular indexing instead of deque as the replay buffer Nilesh PS 2018-03-28 19:57:26 +05:30
  • 9ac3c27e7b Merge pull request #197 from ziembla/ziembla-mod-openaigym Aurélien Geron 2018-03-25 16:59:39 +02:00
  • 5d4e947037 Merge pull request #200 from vladimir-tikhonov/patch-1 Aurélien Geron 2018-03-25 16:11:43 +02:00
  • a164ffc699 Remove uncessary reuse_vars_dict in notebook 11 Aurélien Geron 2018-03-24 22:50:29 +01:00
  • b399190846 Fix small typo in numpy notebook Vladimir Tikhonov 2018-03-24 17:34:38 +03:00
  • c4f82f3621 Don't try OpenAI rendering in Chapter 16 Section 3 ziembla 2018-03-21 22:35:10 +01:00
  • 8263708777 Dependencies for OpenAI gym in Chapter 16 ziembla 2018-03-21 22:21:54 +01:00
  • f9ac449f97 Add cmap when plotting california image, fixes #65 Aurélien Geron 2018-03-15 23:26:18 +01:00
  • e9c97ff3b8 mean_squared_error(y_true, y_pred) instead of (y_pred, y_true), for clarity (result unchanged). Fixes #158 Aurélien Geron 2018-03-15 19:17:51 +01:00
  • eefe262dca Fix typo (pca->rbf_pca), fixes #192 Aurélien Geron 2018-03-15 18:51:08 +01:00
  • d9fbf7dd4c LinearRegression is based on SVD, not the Normal Equation (fixes #184), also fixes #179 (mini-batch gradient descent), and updates matplotlib code to latest version. Aurélien Geron 2018-03-15 18:38:58 +01:00
  • fb29c3b386 Merge pull request #186 from abhinav-upadhyay/patch-1 Aurélien Geron 2018-03-15 12:22:00 +01:00
  • c93eb37ff8 Merge pull request #189 from drorata/master Aurélien Geron 2018-03-15 12:21:24 +01:00
  • 749a44fbc1 Fix GH188 Dror Atariah 2018-03-02 18:44:05 +01:00
  • 5350ca17b1 Fix a typo: s/it/is Abhinav Upadhyay 2018-02-27 11:57:11 +05:30
  • de6f9895e9 Remove duplicate code in notebook for chapter 4, fixed #180 Aurélien Geron 2018-02-21 23:04:09 +01:00
  • 1a397bb3e9 Merge pull request #176 from arodiss/master Aurélien Geron 2018-02-15 10:18:24 +01:00
  • 3a72a2b4aa made initial weights higher-variance arodiss 2018-02-10 19:24:56 +02:00
  • a4c4c714eb Merge pull request #169 from rickiepark/params_for_warn_and_perf Aurélien Geron 2018-02-06 17:09:13 +01:00
  • 1a6094a8dc Fix error in training a stacked encoder one encoder at a time (fixes #166) Aurélien Geron 2018-02-06 16:36:23 +01:00
  • 31d2f0d695 add n_jobs param rickiepark 2018-01-30 17:49:44 +09:00
  • 483bc589ce sync with upstream rickiepark 2018-01-30 17:26:07 +09:00
  • 385d635e92 add params for avoiding warn and improving perf. rickiepark 2018-01-30 17:19:37 +09:00
  • 0f46b85009 Merge branch 'master' of https://github.com/ageron/handson-ml into upstream rickiepark 2018-01-29 13:46:47 +09:00
  • a6fdeb23dd Merge pull request #162 from nbgraham/patch-3 Aurélien Geron 2018-01-24 15:33:19 +01:00
  • bb6b032db7 Merge pull request #160 from nbgraham/patch-1 Aurélien Geron 2018-01-24 15:01:46 +01:00
  • 487dd9a2c5 Fixes precision / recall percent notation Nick Graham 2018-01-22 14:33:22 -06:00
  • 4328224b7e Updates explanation to match data Nick Graham 2018-01-22 14:28:05 -06:00
  • 916d64c7a2 Fixes typo Nick Graham 2018-01-22 14:08:12 -06:00
  • 87040e084e Replace reduce_sum with reduce_mean: adds an extra .1% accuracy :) Aurélien Geron 2018-01-18 17:41:32 +01:00
  • 94914db82e Make the code example 1-1 easier to read, and create a better prepare_country_stats() function Aurélien Geron 2018-01-15 17:25:17 +01:00
  • 3699ad54a4 Merge remote-tracking branch 'upstream/master' into upstream rickiepark 2018-01-15 11:28:39 +09:00
  • c8b7f045ee Fix hyperparameter search and comment at the end of the solution of exercise 5, chapter 2 Aurélien Geron 2018-01-14 09:11:47 +01:00
  • 71a75de2f5 Merge branch 'master' of https://github.com/ageron/handson-ml into ageron rickiepark 2018-01-14 01:05:10 +09:00
  • f558bf43e5 Upgrade to latest pandas version, update resampling API Aurélien Geron 2018-01-05 14:36:11 +01:00
  • f3ebc0b34a Merge remote-tracking branch 'upstream/master' rickiepark 2017-12-27 18:33:07 +09:00
  • 9328b858c5 add gitignore, environment.yml rickiepark 2017-12-21 16:03:37 +09:00
  • 5ec679f4a5 Merge branch 'master' of github.com:ageron/handson-ml Aurélien Geron 2017-12-19 23:14:29 +01:00
  • 1eaa53a6a2 Add thanks to contributors in README.md Aurélien Geron 2017-12-19 23:14:20 +01:00
  • 5a7dc7901a Merge pull request #139 from ziembla/ziembla-mod Aurélien Geron 2017-12-19 22:54:19 +01:00
  • f2020952d0 Fix error in MyLinearSVC, fixes #140 Aurélien Geron 2017-12-19 22:40:17 +01:00
  • ed40ca2be3 Add comment about Python 3.6 SSL issue on MacOSX, fixes #145 Aurélien Geron 2017-12-19 21:35:51 +01:00
  • 9dfaa950d2 Dockerfile to spaces ziembla 2017-12-11 22:02:42 +01:00
  • 60bb0e4e50 Uncommentable section in Dockerfile to autosave .py and .html alongside .ipynb ziembla 2017-12-11 16:19:24 +01:00
  • 1d370f4001 nbdiff_checkpoint parameter parsing fixed ziembla 2017-12-11 06:52:17 +01:00
  • 30fef69ed0 rm_empty_subdirs changed to require explicit argument ziembla 2017-12-10 18:18:33 +00:00
  • 2c9b0dab8a Merge branch 'master' into ziembla-mod ziembla 2017-12-10 18:53:34 +01:00
  • 5bb9d6d3df help message for nbdiff_checkpoint ziembla 2017-12-10 18:38:25 +01:00
  • 6e4004f16c scripts for jupyter notebooks cleanup, bin subdir on path ziembla 2017-12-09 20:17:56 +01:00
  • 63c1523528 Replace n_inputs with n_outputs, fixes #125 Aurélien Geron 2017-12-07 18:57:30 -08:00
  • 53c2133bc7 Merge pull request #133 from stefan-it/fix-margin-loss-formula Aurélien Geron 2017-12-07 18:27:02 -08:00
  • ddb9784176 tensorflow version unpined, tensorboard support, home variable fix ziembla 2017-12-04 11:33:16 +01:00
  • 107de89304 Nbdime patching ignored if the original file was changed ziembla 2017-12-01 11:28:18 +01:00
  • e0b519c0a6 Merge branch 'master' into dev-woj ziembla 2017-12-01 11:04:29 +01:00
  • ef9df82689 Dockerfile publishable cleanup, git diff filter testing removed ziembla 2017-12-01 10:56:36 +01:00
  • 72621ecdc5 Fix the link to the first video, and add a link and an embed for the second video Aurélien Geron 2017-11-30 19:00:21 +01:00
  • c50b5d9b3b capsnet: fix margin loss formula Stefan Schweter 2017-11-30 17:36:19 +01:00
  • 8586120c3d Git filter testing demo ziembla 2017-11-30 12:59:26 +01:00
  • 8d16b3061d Patches to nbdiff for skipping noisy metadata, some local config ziembla 2017-11-30 12:09:16 +01:00
  • 4453715759 Merge branch 'master' into dev-woj ziembla 2017-11-30 06:28:52 +01:00
  • e7a1273c48 Docker environment minutiae ziembla 2017-11-30 06:09:45 +01:00
  • 6b166b3729 Fix a few errors in extra_capsnets.ipynb Aurélien Geron 2017-11-29 21:43:08 +01:00
  • 340487cbef Merge pull request #130 from ziembla/dev-woj Aurélien Geron 2017-11-29 21:28:40 +01:00
  • 7093626bc2 Jupyter switched to token authentication by default, enabled nbdime integration in git diff ziembla 2017-11-29 16:20:07 +01:00
  • 93623e8cc2 Dockerfile argument to set container user UID ziembla 2017-11-28 10:33:20 +01:00
  • fc355ca6b9 Rolled-back graphviz ziembla 2017-11-28 09:57:47 +01:00
  • 4fa5beb93a Docker environment enhancements ziembla 2017-11-27 17:16:51 +01:00
  • ca0f70a6b9 Fix latex math formatting for Jupyter.org's notebook viewer Aurélien Geron 2017-11-27 14:28:41 +01:00
  • e5401ac62d Add capsule networks notebook Aurélien Geron 2017-11-27 14:21:28 +01:00
  • 100e478315 Merge branch 'master' of github.com:ageron/handson-ml Aurélien Geron 2017-11-26 16:59:58 +01:00
  • eb4554ed72 Merge pull request #129 from Kxrr/master Aurélien Geron 2017-11-24 17:32:39 +01:00
  • 767affca86 Fix incorrect description in chapter 2 Kxrr 2017-11-25 00:02:08 +08:00