remove Y from fit in OneClassSVM #1
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glouppe
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Aug 9, 2011
This commit includes the following list of changes: - Documentation has been enhanced and completed. - Examples have been added. - The `percentage` (float) parameter has become `step` (int or float), and indicates the number of features to remove at each iteration (int), or the percentage of features to remove (float) with respect to the original number of features. - Exactly `n_features_to_select` are now always selected. It may not always have been the case before, as too many features could have been removed at a time in the last step of the elimination. - The `ranking_` attribute is now a proper ranking of the features (i.e., best features are ranked #1). - The code of `RFECV` has been made simpler. - The `cv` argument of RFECV.fit has been moved into the constructor and is now passed through `check_cv`. - Tests.
VirgileFritsch
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Nov 28, 2011
npinto
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amueller
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Jul 26, 2012
REF: hack to be able to share distutils utilities.
oddskool
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… auto-download dataset)
oddskool
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… auto-download dataset)
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sergeyf
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Nov 7, 2016
amueller
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…#7838) * initial commit for return_std * initial commit for return_std * adding tests, examples, ARD predict_std * adding tests, examples, ARD predict_std * a smidge more documentation * a smidge more documentation * Missed a few PEP8 issues * Changing predict_std to return_std #1 * Changing predict_std to return_std #2 * Changing predict_std to return_std #3 * Changing predict_std to return_std final * adding better plots via polynomial regression * trying to fix flake error * fix to ARD plotting issue * fixing some flakes * Two blank lines part 1 * Two blank lines part 2 * More newlines! * Even more newlines * adding info to the doc string for the two plot files * Rephrasing "polynomial" for Bayesian Ridge Regression * Updating "polynomia" for ARD * Adding more formal references * Another asked-for improvement to doc string. * Fixing flake8 errors * Cleaning up the tests a smidge. * A few more flakes * requested fixes from Andy * Mini bug fix * Final pep8 fix * pep8 fix round 2 * Fix beta_ to alpha_ in the comments
sergeyf
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Feb 28, 2017
…scikit-learn#7838) * initial commit for return_std * initial commit for return_std * adding tests, examples, ARD predict_std * adding tests, examples, ARD predict_std * a smidge more documentation * a smidge more documentation * Missed a few PEP8 issues * Changing predict_std to return_std #1 * Changing predict_std to return_std scikit-learn#2 * Changing predict_std to return_std scikit-learn#3 * Changing predict_std to return_std final * adding better plots via polynomial regression * trying to fix flake error * fix to ARD plotting issue * fixing some flakes * Two blank lines part 1 * Two blank lines part 2 * More newlines! * Even more newlines * adding info to the doc string for the two plot files * Rephrasing "polynomial" for Bayesian Ridge Regression * Updating "polynomia" for ARD * Adding more formal references * Another asked-for improvement to doc string. * Fixing flake8 errors * Cleaning up the tests a smidge. * A few more flakes * requested fixes from Andy * Mini bug fix * Final pep8 fix * pep8 fix round 2 * Fix beta_ to alpha_ in the comments
Sundrique
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Jun 14, 2017
…scikit-learn#7838) * initial commit for return_std * initial commit for return_std * adding tests, examples, ARD predict_std * adding tests, examples, ARD predict_std * a smidge more documentation * a smidge more documentation * Missed a few PEP8 issues * Changing predict_std to return_std scikit-learn#1 * Changing predict_std to return_std scikit-learn#2 * Changing predict_std to return_std scikit-learn#3 * Changing predict_std to return_std final * adding better plots via polynomial regression * trying to fix flake error * fix to ARD plotting issue * fixing some flakes * Two blank lines part 1 * Two blank lines part 2 * More newlines! * Even more newlines * adding info to the doc string for the two plot files * Rephrasing "polynomial" for Bayesian Ridge Regression * Updating "polynomia" for ARD * Adding more formal references * Another asked-for improvement to doc string. * Fixing flake8 errors * Cleaning up the tests a smidge. * A few more flakes * requested fixes from Andy * Mini bug fix * Final pep8 fix * pep8 fix round 2 * Fix beta_ to alpha_ in the comments
maskani-moh
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Nov 15, 2017
…scikit-learn#7838) * initial commit for return_std * initial commit for return_std * adding tests, examples, ARD predict_std * adding tests, examples, ARD predict_std * a smidge more documentation * a smidge more documentation * Missed a few PEP8 issues * Changing predict_std to return_std scikit-learn#1 * Changing predict_std to return_std scikit-learn#2 * Changing predict_std to return_std scikit-learn#3 * Changing predict_std to return_std final * adding better plots via polynomial regression * trying to fix flake error * fix to ARD plotting issue * fixing some flakes * Two blank lines part 1 * Two blank lines part 2 * More newlines! * Even more newlines * adding info to the doc string for the two plot files * Rephrasing "polynomial" for Bayesian Ridge Regression * Updating "polynomia" for ARD * Adding more formal references * Another asked-for improvement to doc string. * Fixing flake8 errors * Cleaning up the tests a smidge. * A few more flakes * requested fixes from Andy * Mini bug fix * Final pep8 fix * pep8 fix round 2 * Fix beta_ to alpha_ in the comments
stsievert
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Jun 11, 2018
Merging remote head
GaelVaroquaux
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Jul 17, 2018
* Add averaging option to AMI and NMI Leave current behavior unchanged * Flake8 fixes * Incorporate tests of means for AMI and NMI * Add note about `average_method` in NMI * Update docs from AMI, NMI changes (#1) * Correct the NMI and AMI descriptions in docs * Update docstrings due to averaging changes - V-measure - Homogeneity - Completeness - NMI - AMI * Update documentation and remove nose tests (#2) * Update v0.20.rst * Update test_supervised.py * Update clustering.rst * Fix multiple spaces after operator * Rename all arguments * No more arbitrary values! * Improve handling of floating-point imprecision * Clearly state when the change occurs * Update AMI/NMI docs * Update v0.20.rst * Catch FutureWarnings in AMI and NMI
LisaThomas9
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Sep 29, 2018
rc
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Jan 28, 2019
master update since Oct 7
mvdoc
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Nov 2, 2019
…essor DOC fix numpydoc requirements for GradientBoostingRegressor
3 tasks
ericpre
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Apr 29, 2020
prismdata
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Oct 28, 2020
Create LICENSE
hongshaoyang
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Nov 10, 2020
Merging changes from the main repository
Micky774
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Feb 15, 2022
looks good lets see what the ci says
Vincent-Maladiere
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Aug 3, 2022
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
LilianBoulard
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Jun 21, 2023
Add a hover label
chainesanbuenaventura
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