Releases · thieu1995/mafese

Update requirements mealpy from 2.5.4 to 3.0.2 and permetrics from 1.4.2 to 2.0.0
Update citation and manifest
Update validator module with broader types.
Update scaler module.
Update encoder module with ObjectiveScaler class.
Update MhaSelector with different parameters order and different parameter names.
Update MultiMhaSelector with different parameters order and different parameter names.
Update fit() method in MhaSelector and MultiMhaSelector.
Update Github action workflows, documentation, examples, and tests.

Remove some unknown datasets
Fix bug name in Kendall and Spearman functions of FilterSelector
Add Relief-based family to FilterSelector
- Relief Original
- Relief-F
- VLS-Relief-F: Very Large Scale ReliefF
Remove rtf transfer function in MhaSelector
Update save results file of MultiMhaSelector's evaluate() function.
Update examples for some Selector class

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

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

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

Releases: thieu1995/mafese