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[WIP] Resamplers#13269

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orausch wants to merge 56 commits intoscikit-learn:mainscikit-learn/scikit-learn:mainfrom

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Commits

Commits on Feb 26, 2019

• Basic OutlierResamplers

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• Add fit_resample support to pipeline.

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• Remove resample module

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Commits on Feb 27, 2019

• More tests, more general _iter

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• Fix flake

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• Merge remote-tracking branch 'upstream/master' into fit_resample

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• Remove some warnings

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• Remove props code

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Commits on Feb 28, 2019

• Add tests to tests_common.py

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• Changes to fit_resample

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• Merge branch 'master' into fit_resample

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• Remove nondeterminism

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• Merge branch 'fit_resample' of https://github.com/orausch/scikit-learn into fit_resample

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• Remove `sample_props` and fix pipeline docstrings

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Commits on Mar 1, 2019

• OVerall fixes

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• Rename OutlierResampler -> OutlierRejection

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• Fix failing LOF test

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• Address review

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• Glossary entries

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• Changes

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• Pack params

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• Fix failing test

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• Docs

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Commits on Mar 2, 2019

• Add missing import

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Commits on Mar 8, 2019

• pep8 and rejector -> detector

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Commits on Jun 25, 2019

• Revert pipeline to master

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• Merge branch 'master' into fit_resample

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• WIP ResampledTransformer

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• Merge pull request #1 from jnothman/fit_resample

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Commits on Jun 26, 2019

• Add missing ResampledTrainer files

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• Merge branch 'master' into fit_resample

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• predictor -> estimator; _required_parameters to skip common test

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• Fix missing import

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• Load data in doctest

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• Note authorship on ResampledTrainer

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• Doctest outputs

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• Add ResampledTrainer to metaestimator tests and add test_correct_halfsampler

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• Merge branch 'master' into fit_resample

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• Formatting

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• Merge branch 'fit_resample' of https://github.com/orausch/scikit-learn into fit_resample

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• pep

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Commits on Jul 2, 2019

• Add NaNFilter

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• Handle kwargs, go through all estimator_checks and fix failures due to missing fit.

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• pep

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• Merge branch 'master' into fit_resample

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• Local

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• Merge branch 'fit_resample' of https://github.com/orausch/scikit-learn into fit_resample

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Commits on Jul 3, 2019

• Tests for fit are only left out if estimator is a resampler

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• pep

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• Docs error

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• Add check_X_y_kwargs

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• Remove deprecated parameter from check_X_y_kwargs

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• check_X_y_kwargs in fit of `ResampledTrainer`

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• Check ResampledTrainer correctly resamples kwargs

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• Remove fit_predict

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Commits on Aug 19, 2020

• Some extensions to glossary

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