563257a141
DOC Change remove symbol nu from OutlierDetection ( #17732 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-06-26 19:20:12 +02:00
2e47204a7e
DOC improve description of OneClassSVM when used for outlier detection ( #17726 )
2020-06-25 18:48:22 +02:00
6195a16505
DOC Removes FunctionTransformer example ( #17318 )
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* DOC Removes FunctionTransformer example
* DOC Updates description
2020-06-25 14:27:38 +02:00
41488fcabe
MNT Remaining numpy alias ( #17712 )
2020-06-25 11:57:11 +02:00
62fc8bb94d
ENH Update NeighborsBase 'auto' heuristic ( #17148 )
2020-06-23 21:24:36 +02:00
04b3283a1e
DOC added links to ndcg_score in UG ( #17637 )
2020-06-19 15:38:52 -04:00
211ab3e8a3
DOC Avoid atypical usage of cross_validate ( #17600 )
2020-06-15 22:38:27 -04:00
45a6ef7b72
FEA Add support for Individual Conditional Expectation (ICE) plots ( #16619 )
2020-06-15 13:44:44 +02:00
31c4d8d679
DOC Fix typo in the Pipelines and composite estimators section ( #17547 )
2020-06-09 11:43:57 -04:00
9b384c5c52
DOC Fix typo: R_ij -> R_{ij} for Davies-Bouldin Index ( #17452 )
2020-06-05 10:12:55 -04:00
690b920c02
DOC Use non paywall url in outlier_detection.rst ( #17434 )
2020-06-03 09:38:06 -04:00
753da1de06
DOC Minor fixes ( #17325 )
2020-05-28 10:52:54 -04:00
a1cc566605
DOC Updated deprecation section in classes.rst ( #17296 )
2020-05-22 10:05:46 -04:00
f6b8bc0ece
ENH add importance_getter to RFE* and SelectFromModel
2020-05-20 16:15:32 +10:00
3ff398151f
DOC Replace boston dataset in ensemble.rst ( #16876 )
2020-05-19 08:51:36 +02:00
30788de8be
DOC Use california data in compose.rst ( #16871 )
2020-05-18 16:32:52 +02:00
60de458095
DOC Removes uneeded __init__ in API documentation ( #17243 )
2020-05-18 12:40:51 +02:00
89d9729a4d
DOC Add explanation of why iterative imputer is experimental ( #17115 )
2020-05-18 08:07:09 +10:00
a4b59c793a
DOC fix links in truncated SVD docs ( #17194 )
2020-05-16 18:28:54 -04:00
8595fe438c
DOC Fix argument ref in Isomap docs ( #17217 )
2020-05-14 15:27:52 -04:00
b4e215c01c
FEA Additional `TimeSeriesSplit` Functionality ( #13204 )
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Co-authored-by: Kyle Kosic <kylekosic@Kyles-MacBook-Pro.local>
Co-authored-by: Thomas J Fan <thomasjpfan@gmail.com>
2020-05-11 21:48:01 -04:00
4fae53964b
DOC Correcting an attribute's name ( #17110 )
2020-05-04 11:09:48 -04:00
863c1d683f
DOC Feature highlights for 0.23 ( #17062 )
2020-05-01 11:06:00 -04:00
ee2508ce45
ENH Adds HTML visualizations for estimators ( #14180 )
2020-04-30 08:31:58 +10:00
91e942759f
DOC Make release highlights the first gallery section ( #16952 )
2020-04-27 11:23:15 -04:00
28c08d06f9
DOC fix typos in cross validation user guide ( #17042 )
2020-04-26 08:23:29 -04:00
94d8911310
DOC Fix typo in ensemble.rst ( #16999 )
2020-04-23 15:06:03 -04:00
a93b15f19b
ENH Poisson loss for HistGradientBoostingRegressor ( #16692 )
2020-04-23 10:27:35 -04:00
4d9478f433
DOC User Guide and docs for LDA and QDA ( #16243 )
2020-04-19 16:55:50 -04:00
6cd77c2c50
API make feature_extraction's constructors' params kwonly ( #16866 )
2020-04-15 12:11:26 -04:00
bd9fd0f1a9
DOC Minor updates to the Decision Tree User Guide ( #16905 )
2020-04-14 09:40:15 -04:00
e3e9137811
DOC Updates to SVM User Guide ( #16769 )
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* WIP
* WIP
* Updates to the math section
* so apparently crammer-singer isn't consistent (http://www.cs.columbia.edu/\~rocco/papers/icml13.html )
* reorganized example links and described pictures
* Added references
* more refs
* Added scaler to docstring examples
* doc about dual coefs
* WIP
* note about shrinking and gram matrix
* ellipsis
* ellipsis again
* maybe fixed doc issue
* details for regression
* training error -> margin error
* Apply suggestions from code review
Co-Authored-By: Adrin Jalali <adrin.jalali@gmail.com>
* put back links + addressed rest of comments
* small detail about margin boundaries and SVs
* Addressed comments from Thomas and Adrin
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2020-04-06 15:06:12 +02:00
bcc24c961a
DOC Add missing comma in naive_bayes.rst ( #16844 )
2020-04-05 11:42:47 +02:00
ff678129fb
DOC Remove warning from ColumnTransformer in User Guide ( #16830 )
2020-04-04 20:18:46 -04:00
2d25ea74fe
DOC Add link to User Guide from Pipeline section ( #16829 )
2020-04-02 10:56:14 -07:00
44c44a5742
DOC minimal docstring fix + UG for feature selection ( #16810 )
2020-03-31 08:19:54 -04:00
36ebf3e371
[MRG] Monotonic constraints for GBDT ( #15582 )
2020-03-24 20:27:00 +01:00
bf8c57f38f
DOC properly close parenthesis in formula ( #16734 )
2020-03-20 15:59:25 -04:00
f54500b1b8
[MRG] DOC Update SGD User guide ( #16296 )
2020-03-20 11:58:20 +11:00
532e5f73ea
DOC fix MAE formula for tree splitting criterion ( #16720 )
2020-03-18 17:21:58 -04:00
e9340e3f4b
[MRG] DOC Add example about interpretation of coefficients of linear models ( #15706 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Gael Varoquaux <gael.varoquaux@normalesup.org>
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-03-11 09:59:23 +11:00
69ea066412
ENH Minimal Generalized linear models implementation (L2 + lbfgs) ( #14300 )
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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
8868ec775e
DOC Add formula for binary balanced accuracy in UG ( #16604 )
2020-03-01 08:50:29 -05:00
eb540f35f8
DOC Rename clf to regr in SVR examples ( #16598 )
2020-02-29 12:38:45 -05:00
b6bbf58f0c
DOC Updated gradient boosting UG ( #16178 )
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* Updated gradient boosting UG
* maybe fix sphinx warnings
* Addressed comments from Guillaume
2020-02-28 13:30:27 +01:00
e24998f19c
ENH Support sample weights in HGBT ( #14696 )
2020-02-24 13:45:50 -05:00
1f87aa4c82
MNT Removed out of date note about KMeans parallelism on macOS ( #16527 )
2020-02-24 12:48:34 +01:00
769794249c
[MRG] new K-means implementation for improved performances ( #11950 )
2020-02-20 13:39:16 +01:00
c2e742c48c
API Deprecates the fit_grid_point function ( #16401 )
2020-02-13 22:07:06 -05:00
d591d8c467
DOC Improve documentation for permutation importance ( #16402 )
2020-02-13 16:09:19 -05:00
Ruby Werman