[MRG] ROSE#754

Merged

hayesall merged 68 commits intoscikit-learn-contrib:masterfrom

andrealorenzon:ROSE

Sep 20, 2020

Commits on Aug 21, 2020

Created empty test units
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added ROSE empty class, modified __init__.py
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implemented ROSE, still some failed test
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PEP8 cleaning
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Commits on Aug 22, 2020

PEP8 linting
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Commits on Aug 26, 2020

fixed linting errors.
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Commits on Aug 27, 2020

updated documentation and bibliography
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Commits on Aug 31, 2020

cleaned ROSE test
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Commits on Sep 10, 2020

added an exception for non binary datasets
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Commits on Sep 15, 2020

multiclass oversampling
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removed non-binary exception
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removed unused import
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minor fixes
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linting
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linting
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linting
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linting
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removed explicit pandas dataframe management
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Commits on Sep 16, 2020

added check_X_y() parsing
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removed check_X_y test
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local test 1: shrink factors
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test
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Commits on Sep 17, 2020

fixed sparse
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fixed all tests
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test added
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linting, submitted version
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fixed test tolerance
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pep8 fix
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tolerance adjustment
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documentation
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documentation
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documentation
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fixed bug in ROSE sampling strategy parsing
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linting
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Commits on Sep 18, 2020

restored original docs
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updated docstrings
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removed whitespaces
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added more documentation
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added math formulations to docs
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Commits on Sep 20, 2020

fixed revision issues
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added missing math directives
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dropped "see also" sections
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fixed ROSE short description
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linting
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removed double newline in rose.py docstring
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trying to fix See Also missing
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testing a fix for missing See Also section
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added just SMOTE to See Also section
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last minor typo fixes
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