3ab6c8cf0c
MAINT Update fetch_openml to use the auto parser by default ( #27802 )
2023-11-20 11:20:20 +01:00
73f14ab9f9
DOC fixes pandas deprecation warning in plot_partial_dependence ( #27450 )
2023-09-25 11:43:04 +02:00
06b3b0e891
DOC Rework permutation importance with multicollinearity example ( #26221 )
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Co-authored-by: ArturoAmorQ <arturo.amor-quiroz@polytechnique.edu>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-08-22 21:43:58 +02:00
42173fdb34
MNT add isort to ruff's rules ( #26649 )
2023-06-21 17:50:07 +02:00
893d5accaf
MNT Update black to 23.3.0 ( #26110 )
2023-04-06 12:14:16 -04:00
c3bfe86b45
EXA Fix rst in plot_partial_dependence ( #26028 )
2023-03-30 17:30:41 +00:00
ddbe557517
MNT make plot_partial_dependence faster ( #25806 )
2023-03-13 17:11:15 +01:00
362cb92bb2
MAINT Avoid FutureWarning in plot_partial_dependance ( #25802 )
2023-03-10 14:43:07 +01:00
c3340c029b
DOC Improve visibility of warning message on example "Pitfalls in the interpretation of coefficients of linear models" ( #25441 )
2023-01-20 17:15:36 +01:00
c892ade837
DOC Improve documentation regarding some pitfalls in interpretation ( #20451 )
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Co-authored-by: Jean-Yves Gerardy <jygerardy@DKUMBPjygerardy.lan>
Co-authored-by: Jean-Yves Gerardy <jygerardy@DKU-MBP-jygerardy.local>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Co-authored-by: Tim Head <betatim@gmail.com>
2023-01-11 14:01:47 +01:00
c1cfc4d4f3
ENH Extend PDP for nominal categorical features ( #18298 )
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Co-authored-by: Jérémie du Boisberranger <jeremiedbb@users.noreply.github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Closes https://github.com/scikit-learn/scikit-learn/issues/14969
2022-11-25 17:35:59 +01:00
df14322656
ENH Add interaction constraint shortcuts to HistGradientBoosting* ( #24849 )
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Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
2022-11-25 16:50:37 +01:00
40d7d880ed
FEA add PredictionErrorDisplay ( #18020 )
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Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-11-25 12:51:46 +01:00
1bf4ebdd1e
DOC Fix FutureWarning in plot_linear_model_coefficient_interpretation ( #24920 )
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Co-authored-by: ge72mum <ge72mum@mytum.de>
2022-11-14 19:23:26 +01:00
5ceb8a6a03
ENH FEA add interaction constraints to HGBT ( #21020 )
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Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2022-10-11 17:48:45 -04:00
00c5c1d43c
DOC Fix typo in random forest feature importance comparison example. ( #23484 )
2022-05-28 19:58:06 -04:00
a47d569e67
ENH improve ARFF parser using pandas ( #21938 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2022-05-12 18:21:15 +02:00
f2cbedbca5
DOC fix plot of MDI importance ( #23272 )
2022-05-03 15:57:10 -04:00
3769530e14
DOC improve the random forest feature importance comparison example ( #23085 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-04-26 23:19:45 +02:00
5aa95c9920
DOC improve the linear models inspection example ( #23082 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-04-20 17:46:28 +02:00
48a3c0b143
EXA: remove matplotlib deprecation warning for plot_partial_dependence ( #22654 )
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Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2022-04-08 17:03:46 +02:00
adb47e7c14
ENH add an option to center ICE and PD ( #18310 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-04-07 18:51:27 +02:00
5afd5e160b
DOC make plot_permutation_importance example run on VS code ( #22752 )
2022-03-10 21:09:46 +01:00
ede4172296
MNT Fix some warnings in examples ( #22660 )
2022-03-02 23:58:12 +01:00
4a52eb6de9
DOC Use :doi: and :arxiv: directives for references ( #22603 )
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Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-02 15:15:44 +01:00
111c78214c
ENH kind accept a list of str in plot_partial_dependence ( #19438 )
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Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2022-02-17 18:09:06 +01:00
cd892f9688
DOC use the arxiv directive in the docstrings ( #21418 )
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Co-authored-by: aufarkari <aufar.di.sini@gmail.com>
Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-01-28 17:55:55 +01:00
b84d677517
DOC Update plot_partial_dependence.py ( #22013 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-12-17 22:49:04 +01:00
845b1fac9e
MAINT accelerate plot_partial_dependence.py ( #21768 )
2021-12-15 11:09:07 -05:00
17345f9d97
MNT Adjust n_jobs=2 for examples and tests ( #21780 )
2021-11-25 10:49:26 +01:00
d4d5f8c7e0
MAINT consistent use of `print(__doc__)` in examples ( #21307 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-10-22 15:33:22 +02:00
70a185ae59
MAINT Enable and run black on examples ( #20502 )
2021-10-07 10:13:00 +02:00
017eb3fcff
API Change ColumnTransformer parameter name to verbose_feature_names_out ( #21080 )
2021-09-21 17:16:51 +02:00
f71c031314
DOC Typos found by codespell ( #21069 )
2021-09-17 19:04:54 +02:00
057b82ed18
API Deprecates plot_partial_dependence ( #20959 )
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* API Deprecates plot_partial_dependence
* DOC Adds whats new
* DOC Fixes doc build errors
* CLN Removes feature warning
* CLN Address comments
* DOC Fix docstrings
* TST Skip future warning tests
* DOC Adjust docstrings
* REV Reduce diff
* DOC Adds docstring
2021-09-09 14:25:59 +02:00
4abd9f2d9e
API Implements get_feature_names_out for transformers that support get_feature_names ( #18444 )
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Co-authored-by: Andreas Mueller <andreas.mueller@columbia.edu>
Co-authored-by: Andreas Mueller <andreasmuellerml@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-09-07 10:56:57 +02:00
696ca3de57
ENH Add kwargs to format ICE and PD lines separately in partial dependence plots ( #19428 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-08-16 21:58:22 +02:00
4797222cc4
DOC fix typos in the user guide linear model documentation ( #19554 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-29 18:08:45 +02:00
9e30508e48
EXA Fix dist matrix in permutation_importance_multicollinear.py ( #20239 )
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Transforming correlation matrix to distance matrix before performing hierarchical clustering
2021-06-18 14:00:01 +02:00
309f135c32
MNT Remove HistGradientBoosting from experimental ( #19799 )
2021-04-02 16:40:20 +02:00
94337993ef
EXA remove warning when setting yticks in permutation importances examples ( #19385 )
2021-02-07 12:19:05 +01:00
a6659f885b
DOC Replacing swarmplot with stripplot to avoid seaborn warning ( #19195 )
2021-01-18 16:13:19 +01:00
b617bd96b8
FIX solve wrong indexing in plots with ICE when subsampling ( #18359 )
2020-10-30 09:40:49 +01:00
eeddc17a85
ENH Adds missing value support to OneHotEncoder ( #17317 )
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OneHotEncoder supports categorical features with missing values by
considering the missing values as an additional category.
2020-10-09 08:38:33 +02:00
19c8b1933b
DOC shorten links in plot_partial_dependence.py ( #18273 )
2020-08-27 08:10:37 -04:00
c8898450aa
EXA add compatibility with scipy 1.5 ( #17695 )
2020-06-24 12:35:30 +02:00
45a6ef7b72
FEA Add support for Individual Conditional Expectation (ICE) plots ( #16619 )
2020-06-15 13:44:44 +02:00
94f2e9c5d8
DOC simpler block delimitation in sphinx-gallery examples ( #17068 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-06-08 23:23:14 -04:00
58d28501c5
DOC wording in linear model interpretation example ( #16680 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
2020-03-13 09:52:17 +01:00
862a726ca9
BUG remove $ math env due to latex error ( #16674 )
2020-03-11 11:40:14 +01:00
Olivier Grisel