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535 Commits

Author SHA1 Message Date
Nicolas Hug a1cc566605
DOC Updated deprecation section in classes.rst (#17296) 2020-05-22 10:05:46 -04:00
Thomas J Fan 60de458095
DOC Removes uneeded __init__ in API documentation (#17243) 2020-05-18 12:40:51 +02:00
Thomas J Fan ee2508ce45
ENH Adds HTML visualizations for estimators (#14180) 2020-04-30 08:31:58 +10:00
Kevin Markham 2d25ea74fe
DOC Add link to User Guide from Pipeline section (#16829) 2020-04-02 10:56:14 -07:00
Roman Yurchak 69ea066412
ENH Minimal Generalized linear models implementation (L2 + lbfgs) (#14300) 
Co-authored-by: Christian Lorentzen <lorentzen.ch@googlemail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
 2020-03-04 14:08:24 +01:00
Arie Pratama Sutiono c2e742c48c
API Deprecates the fit_grid_point function (#16401) 2020-02-13 22:07:06 -05:00
Adrin Jalali 2821abc76c
DOC add Bunch to public docs and API (#16404) 
* add Bunch to public docs and API

* address Thomas's suggestions

* use Thomas's description
 2020-02-11 15:46:27 +01:00
trimeta 856d273b9d FIX Expose SelectorMixin through sklearn/feature_selection/ (#16132) 2020-01-17 15:37:26 +01:00
Nicolas Hug ad80d3159a DEP Remove deprecated joblib tools in utils (#15792) 2019-12-06 13:59:46 +01:00
Nicolas Hug 70ae89ecb2 MNT Removed deprecated metrics (#15794) 2019-12-05 10:49:00 -05:00
Nicolas Hug 5573abbb99 MNT Removed deprecated logistic_regression_path (#15791) 2019-12-04 12:24:10 -05:00
Nicolas Hug 4cdbde3085 MNT remove deprecated ensemble.partial_dependence (#15789) 2019-12-04 12:22:56 -05:00
Thomas J Fan e650a207ef ENH Adds plot_confusion matrix (#15083) 2019-11-14 14:43:54 +01:00
Thomas J Fan 968252dfb4 FEA Adds plot_precision_recall_curve (#14936) 2019-11-10 20:54:35 -06:00
Thomas J Fan 37ac3fd125 FEA Add make_column_selector for ColumnTransformer (#12371) 2019-11-05 09:22:26 -05:00
Nicolas Hug b92455a6b2 MAINT Deprecate all of utils.testing except all_estimators (#15367) 2019-10-28 17:28:56 +01:00
Chiara Marmo 728108383e Remove 'cholesky_delete' from toc (fix sphinx autodoc warning). (#15343) 2019-10-24 15:55:12 +02:00
Thomas J Fan 32e9911c99 MNT Fix uncaught deprecation imports (#15348) 2019-10-24 09:31:55 +11:00
Thomas J Fan bc19954d28 API MNT Exposes trustworthiness in top level module which was deprecated/removed by mistake (#15337) 2019-10-23 16:59:18 +02:00
Thomas J Fan 5e7e631ce6 DOC Moves cluster.bicluster into cluster in API ref (#15295) 2019-10-18 14:01:14 -04:00
Nicolas Hug 6a8b3d4c4b DOC reorganize API Ref of linear models (#15115) 2019-10-08 16:57:43 +02:00
Nicolas Hug 96c988cdde
MNT Make safe_indexing private (#15104) 2019-10-02 11:47:46 -04:00
Tim Bicker 4e9f97dba5 FEA Add Categorical Naive Bayes (#12569) 2019-09-24 07:38:22 +10:00
Thomas J Fan 97185ecd3e FEA Adds Plotting API to Partial Dependence (#14646) 2019-09-20 11:03:00 +02:00
Guillaume Lemaitre bab5926024 FEA: Stacking estimator for classification and regression (#11047) 2019-09-19 06:06:33 +10:00
Tom Dupré la Tour e52e9c8d75 FEA Generalize the use of precomputed sparse distance matr… (#10482) 2019-09-18 14:32:59 -04:00
Thomas J Fan 2d1b9e3513 FEA Adds KNNImputer (#12852) 2019-09-04 09:08:59 +10:00
Thomas J Fan d9a12aa0a9 ENH Disassemble check estimator (#14381) 2019-08-28 09:07:28 +03:00
Andreas Mueller 97a4d01e5f DOC add dcg_score and ndcg_score to api reference (#14659) 2019-08-15 11:50:15 +08:00
Hanmin Qin 3be7110d26 DOC Alphabetic order in classes.rst 2019-08-09 17:31:45 +08:00
Hanmin Qin 4b1a80e0bb DOC Some updates for new plotting API (#14598) 2019-08-07 21:37:28 -04:00
Thomas J Fan db79e2db42 FEA Plotting API starting with ROC curve (#14357) 2019-08-08 08:28:17 +08:00
Christian Lorentzen 89da7f71a6 ENH Add Poisson, Gamma and Tweedie deviances to regression metrics (#14263) 
* ENH add new metric Tweedie deviance

* More improvements

* A few more fixes

* Fix doctest

* Review comments

* Add common metric tests

* Add what's new entry

* Fix symmetry check in metrics common tests

* Fix test order determinism

* Rename metric to mean_tweedie_deviance

* Address review comments

* Fix test_score_objects.py tests

* Add Poisson and Gamma deviances

* Fix doc link

* Fix typo on what's new

* Fix rst rendering
 2019-07-19 17:45:00 +02:00
Thomas J Fan d1c52f402c [MRG] Adds Permutation Importance (#13146) 
* ENH Adds files

* ENH Adds permutation importance

* RFC Better names

* STY Flake8

* ENH: Adds inspect module

* DOC Adds pre_dispatch

* DOC Adds permutation importance example

* Trigger CI

* BLD Adds inspect to configuration

* RFC Update to only inspect fitted model

* RFC Removes parameters

* ENH: Adds pandas support

* STY Flake8

* DOC Adds new permutation importance example

* ENH Renames module to model_inspection

* DOC Fix links

* DOC Fixes image link

* DOC Fixes image link

* DOC Spelling

* DOC

* TST Fix keyword

* Rework RF Imp vs Perm Imp example (#4)

* WIP

* WIP

* WIP

* DOC Adds multcollinear features example

* WIP

* DOC: Clean up docs

* TST Adds tests for strings

* STY Indent correction

* WIP

* ENH Uses check_X_y

* TST Adds test with strings

* STY Fix

* TST Adds column transformer to test

* CLN Address comments

* CLN Removes import

* TST Adds test with nan

* CLN Removes import

* ENH Parallel

* DOC comments

* ENH Better handling of pandas

* ENH Clear checking of pandas dataframe

* STY Formatting

* ENH Copies in parallel helper

* DOC Adds comments

* BUG Fix copying

* BUG Fix for pandas

* BUG Fix for pandas

* REV

* BLD Trigger CI

* BUG Fix

* BUG Fix

* TST Does this work

* BUG Fixes test

* BUG Fixes test

* BUG Fix

* BUG Fix

* BUG Fix

* STY Fix

* TST Fix

* TST Fix segfault

* CLN Address comments

* CLN Address comments

* ENH Returns a bunch

* STY Flake8

* CLN Renames bunch key

* DOC Updates api

* DOC Updates api

* TST Adds permutation test with linear_regression

* DOC update

* DOC Fix label cutoff

* CLN Address comments

* TST Adds test for random_state effect

* DOC Adds permutation importance

* DOC Adds ogrisel suggestion

* DOC Address guillaumes comments

* DOC Address andreas comments

* DOC Update
 2019-07-17 13:16:00 -04:00
Hanmin Qin 91819d5827 DOC Follow alphabetic order in classes.rst (#14254) 2019-07-05 11:04:20 +02:00
Greg Mogavero 6ab8c86c38 [MRG] DOC DOC sklearn.manifold.t_sne.trustworthiness added to classes.rst (#9747) 2019-06-16 14:40:05 +02:00
Guillaume Lemaitre af4247b152 DEP remove utilities related to mldata (#13798) 2019-05-21 18:37:09 +10:00
Thomas J Fan 17a253b0c7 DOC Fix reference in whats new 0.21 (#13845) 2019-05-10 08:52:36 +10:00
Joel Nothman 1675e77e3e
API Make IterativeImputer experimental (#13824) 2019-05-09 09:28:44 +10:00
Guillaume Lemaitre 6525a39dd6 MNT Remove Imputer in preprocessing (#13796) 2019-05-08 22:24:32 +08:00
Guillaume Lemaitre d0a94fea74 DEP remove graph lasso (#13795) 2019-05-07 16:22:06 +02:00
Adrin Jalali a475594614 FEA OPTICS: add extract_xi method (#12077) 2019-04-28 00:11:04 +10:00
Nicolas Hug 9f68c992ae [MRG+2] Faster Gradient Boosting Decision Trees with binned features (#12807) 2019-04-26 21:14:59 +02:00
Nicolas Hug 6b7dc9bc30 FEA Partial dependence plots (#12599) 2019-04-24 22:52:15 +10:00
Emmanuel Arias d88fec8d4b ENH Support Haversine distance in pairwise_distances (#12568) 2019-04-24 14:33:23 +02:00
Ramil Nugmanov d94e2a2f00 FEA VotingRegressor (#12513) 2019-04-10 21:27:17 +10:00
Joel Nothman 19c8af6d6a ENH/FIX Replace jaccard_similarity_score by sane jaccard_score (#13151) 2019-03-13 20:59:08 +08:00
Hanmin Qin 7a636f0cc5 DOC utils.testing.mock_mldata_urlopen is deprecated 2019-03-10 08:57:36 +08:00
Kuai Yu fec7670ad0 ENH Enable the "sufficient stats" mode of LARS (#11699) 2019-03-06 08:06:47 +01:00
Hanmin Qin 7b2676285d DOC Alphabet order in classes.rst 2019-03-04 20:34:47 +08:00