v0.2.0

• Add scaler module
• Add DataTransformer class, that can handle the feature scaling for data
• Set up a strict requirement for mealpy version 2.5.4

v0.1.9

• Add more Optimizers in MhaSelector and MultiMhaSelector
• Add more Regression and Classification objectives for fitness function
• Add more Regression and Classification metrics for evaluate() function
• Update logo and documents
• Add more examples

v0.1.8

• Fix bug load data from library.

v0.1.7

• 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

v0.1.6

• Rename some public functions to private functions
• Add MultiMhaSelector class
• Add Matplotlib library and support visualization for MultiMhaSelector class
• Add dependency plotly>=5.10.0 and kaleido >=0.2.1
• Update examples for some Selector class
• Replace evaluator module by evaluate method in Selector class.

v0.1.5

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

v0.1.4

• 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

v0.1.3

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

v0.1.2

• 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

v0.1.1

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