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
45bc7d98b8
BUG fix the math issue in latex compilation ( #16673 )
2020-03-11 09:55:14 +01:00
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
a83b8e0d48
DOC Fix yticklabels order in permutation importances example ( #15799 )
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* Fix yticklabels order in permutation importances example
* Trigger ci
2019-12-05 23:39:18 +01:00
c4733f4895
MNT Fix some easy-to-make typos ( #15720 )
2019-11-26 06:31:40 -06:00
2e881f5d35
ENH get column names by default in PDP when passing data… ( #15429 )
2019-11-07 16:38:55 -05:00
7ea7861482
ENH Add support for dataframe in PDP ( #14028 )
2019-10-31 12:24:39 -04:00
4a95e33e63
MNT Make modules private in sklearn.datasets ( #15307 )
2019-10-27 17:17:23 -04:00
74621868d8
[MRG] ENH Only places ylabel on the left most plot in plot_partial_dependence ( #15339 )
2019-10-25 08:08:20 +11:00
19a473e77d
[MRG] DOC Lines up features in permutation importance example ( #15292 )
2019-10-19 23:30:23 +11:00
6bd8df099f
DOC Fix warnings about references and links ( #14976 )
2019-09-23 11:49:08 -04:00
f7a987ab53
DOC adds a random seed to plot_permutation_importance example ( #15058 )
2019-09-23 11:11:12 -04:00
97185ecd3e
FEA Adds Plotting API to Partial Dependence ( #14646 )
2019-09-20 11:03:00 +02:00
9d62e2bb41
DOC improve the PDP example ( #14842 )
2019-08-29 17:56:03 +02:00
3d9fefce4e
MAINT Remove redundant parameters in examples ( #14792 )
2019-08-24 22:53:18 -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
0eaaeafd1b
EHN Fast PDPs for histogram-based GBDT ( #13769 )
2019-07-11 14:52:55 +02:00
6b7dc9bc30
FEA Partial dependence plots ( #12599 )
2019-04-24 22:52:15 +10:00
francoisgoupil