7eded0f647
MAINT DOC Fix CircleCI on master ( #14586 )
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* [doc build] Fix underscore in text
* use n-features and \times instead of *
* [doc build] Another fix
2019-08-07 15:57:06 +02:00
ea5a22eae1
[MRG] Improve documentation for CHI and DBI clustering metrics ( #12764 )
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* Improve / reorganize and clarify docs for Calinski-harabasz Index
- Corrects grammer and adds punctuation
- Adds "Mathematical formulation" subsection
- Improves math description and symbols
* Correct reference for Calinski-Harabasz Index
* Create math section for Davies-Bouldin Index information
* Remove unsourced claim in Davies-Bouldin score docs
2019-08-06 11:39:50 -04:00
2df846281f
DOC User guide section for histogram-based GBDTs ( #14525 )
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* User guide for histogram based GBDTs
* Added backlinks to user guide in classes
* typos
* Roman's comments
* reduce diff
* Update doc/modules/ensemble.rst
* Addressed comments
* Added why it's faster explanation
* references at the end
* Update doc/modules/ensemble.rst
* Update doc/modules/ensemble.rst
* Update doc/modules/ensemble.rst
* added where code is parallel
* removed missing values section
2019-08-05 18:57:36 +02:00
e1aecd6d10
DOC fix typo in user manual ( #14537 )
2019-08-01 11:17:32 +02:00
3e22c22818
DOC Use LaTeX for phi in KernelCenterer user manual ( #14245 )
2019-08-01 11:11:53 +02:00
89da7f71a6
ENH Add Poisson, Gamma and Tweedie deviances to regression metrics ( #14263 )
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* 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
dc9955b5d4
[MRG] Adds multiclass ROC AUC ( #12789 )
2019-07-17 16:45:27 -04:00
d1c52f402c
[MRG] Adds Permutation Importance ( #13146 )
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* 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
a8efe00876
EXA Use return_X_y=True with load_digits where appropriate ( #14359 )
2019-07-14 17:10:54 +02:00
b27a37ac31
DOC Add link to ColumnTransformer and user guide to make_column_transformer doc ( #14279 )
2019-07-12 17:50:59 +02:00
Hanmin Qin
91819d5827
DOC Follow alphabetic order in classes.rst ( #14254 )
2019-07-05 11:04:20 +02:00
3963d948d1
DOC Normalization is aka spatial sign preprocessing ( #12511 )
2019-07-03 10:52:55 +02:00
62d11120c4
DOC make more obvious that logistic regression is regularized by default ( #14093 )
2019-06-24 15:58:28 +02:00
ab4b4ec5eb
DOC add clarification on random forest default params ( #13248 )
2019-06-20 14:45:37 +02:00
120009b12a
DOC fix user guide for learning_curve ( #14099 )
2019-06-17 14:52:24 +02:00
6ab8c86c38
[MRG] DOC DOC sklearn.manifold.t_sne.trustworthiness added to classes.rst ( #9747 )
2019-06-16 14:40:05 +02:00
df7dd83911
ENH allow sparse input to incremental PCA ( #13960 )
2019-06-14 16:11:21 +10:00
e2a69b7376
DOC use train/test split in GaussianNB example ( #14080 )
2019-06-14 11:58:32 +08:00
9c732e15a8
DOC Fix typo in manifold documentation ( #14073 )
2019-06-12 14:19:30 +02:00
2e7e06b78f
[MRG] Doctest with print change only adjusts default options for doctest ( #13991 )
2019-06-01 10:53:45 +02:00
5e0d1a1f04
DOC Fix typo: omit comma ( #13999 )
2019-05-31 12:26:39 -04:00
9adba491a2
[MRG] DEP change the default of cv and n_splits ( #13839 )
2019-05-29 23:39:20 +10:00
9ee164baa3
[MRG] DEP remove legacy mode from OneHotEncoder ( #13855 )
2019-05-29 21:03:29 +10:00
8f378ca684
DOC Fix bracket typo in linear_model.rst ( #13932 )
2019-05-23 23:04:14 +03:00
c28ef9ef2a
DEP change the default of multi_class to 'auto' in logistic regression ( #13807 )
2019-05-22 09:57:15 -04:00
57c04f4e8d
ENH Allows setting of initial hyperparameters for BayesianRidge ( #13618 )
2019-05-22 11:36:30 +10:00
af4247b152
DEP remove utilities related to mldata ( #13798 )
2019-05-21 18:37:09 +10:00
eb93420e87
DOC Rewrite algorithm selection section for nearest neighbours ( #13906 )
2019-05-20 10:38:17 +03:00
2fd1a6725b
DOC Improve documentation of R-squared in User Guide ( #13867 )
2019-05-18 21:33:37 +08:00
11de9d60f2
Updating MissingIndicator User Guide section ( #13849 )
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An add_indicator parameter was added to SimpleImputer and IterativeImputer as an easy way to stack a MissingIndicator. This addition is now mentioned in the MissingIndicator section.
2019-05-16 10:34:14 +02:00
17a253b0c7
DOC Fix reference in whats new 0.21 ( #13845 )
2019-05-10 08:52:36 +10:00
8a8e21b2a3
MNT Change the default value of n_estimators in forests ( #13803 )
2019-05-09 21:19:20 +08:00
1675e77e3e
API Make IterativeImputer experimental ( #13824 )
2019-05-09 09:28:44 +10:00
6525a39dd6
MNT Remove Imputer in preprocessing ( #13796 )
2019-05-08 22:24:32 +08:00
7896b21562
MNT change default of solver in LogisiticRegression ( #13805 )
2019-05-08 21:31:39 +08:00
f23e92ed4c
ENH handle sparse x and intercept in _RidgeGCV ( #13350 )
2019-05-07 23:34:07 -04:00
d0a94fea74
DEP remove graph lasso ( #13795 )
2019-05-07 16:22:06 +02:00
28480f4cb2
DEP change the default of gamma in SVM ( #13801 )
2019-05-07 16:12:49 +02:00
384c8ad3d3
ENH add a break_ties parameter to SVC and NuSVC ( #12557 )
2019-05-03 16:15:49 -04:00
602f3d68d8
Added distance_threshold parameter to hierarchical clustering ( #9069 )
2019-04-29 12:43:28 -04:00
a475594614
FEA OPTICS: add extract_xi method ( #12077 )
2019-04-28 00:11:04 +10:00
9f68c992ae
[MRG+2] Faster Gradient Boosting Decision Trees with binned features ( #12807 )
2019-04-26 21:14:59 +02:00
6b7dc9bc30
FEA Partial dependence plots ( #12599 )
2019-04-24 22:52:15 +10:00
d88fec8d4b
ENH Support Haversine distance in pairwise_distances ( #12568 )
2019-04-24 14:33:23 +02:00
8edd9f9f15
ENH Add verbose option to Pipeline, FeatureUnion, and ColumnTransformer ( #11364 )
2019-04-22 00:51:21 +10:00
9597da9b02
fix small latex issue ( #13680 )
2019-04-19 16:19:03 -04:00
ffdd96adb7
DOC Remove synonyms in documentation of linear models ( #13663 )
2019-04-18 10:07:46 -07:00
404387c067
FIX broken references in documentation ( #13664 )
2019-04-18 09:56:49 -07:00
fc33d303c4
MAINT Unvendor joblib ( #13531 )
2019-04-17 09:22:09 -04:00
a353b7fab4
ENH Extension of v_measure_score metric to include beta parameter ( #13607 )
2019-04-16 06:59:23 -04:00
Roman Yurchak
Hanmin Qin