Scorepyo

Added
- ranker based on mrmr
Changed
Deprecated
Removed
Fixed
- index of binarized features dataframe set to original dataframe
Security

Added
Changed
Deprecated
Removed
Fixed
- column in risk score model summary
Security

Added
- added checks in calibrator and ranker classes for future developments
Changed
Deprecated
Removed
Fixed
- signature of parent class abstract function for mypy (ranker and calibrator)
- typos in docs
Security

Added
- define architecture of risk score model: binary features ranker, enumeration metric, calibration method.
- Add several rankers
- Add several calibration methods
- add dask usage for binary features metric enumeration
Changed
- architecture of risk score model
- script naming
- design of EBMBinarizer
- update docs
Deprecated
Removed
- Usage of Optuna and OptunaRiskScore
Fixed
Security

Fixed
- add manifest file for wheel building
- modified setup.cfg for better package information

Added
- Add automatic binary featurizer based on EBM
- Add Optuna based risk score model
- Add documentation
- Add devops utils (local+github CI)
Changed
Deprecated
Removed
Fixed
Security