Mafese

Latest version: v0.2.0

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0.1.5

+ Add more regression and classification datasets
+ Update documents, examples, test
+ Remove matplotlib dependency

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0.1.4

+ Add Unsupervised-based methods:
- "VAR": Variance Threshold method
- "MAD": Mean Absolute Difference
- "DR": Dispersion Ratio
- "MCL": Multicollinearity method based on Variance Inflation Factor (VIF) value
+ Update documents, examples, test
+ Remove matplotlib dependency

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0.1.3

+ Relocate regression and classification datasets
+ Add Embedded Feature Selection:
+ Regularization methods (lasso-based)
+ Tree-based methods
+ Update documents, examples, test

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0.1.2

+ Add transfer utility
+ Add mealpy_util wrapper
+ Add MhaSelector class that holds all Metaheuristic Algorithm for Feature Selector
+ Add examples, tests, docs for MhaSelector class
+ Update Data class

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0.1.1

+ Add Github Action
+ Add citation
+ Add tests
+ Add docs
+ Rename classes:
+ Sequential to SequentialSelector
+ Recursive to RecursiveSelector
+ Filter to FilterSelector

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0.1.0

+ Add project, Selector class, utils module.
+ Add wrapper module:
+ sequential-based
+ recursive-based
+ Add filter-based module.
+ Add examples
+ Add infors (ChangeLog.md, MANIFEST.in, LICENSE, README.md, requirements.txt)

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