- implement proper sklearn estimator interface
- FeatureSelector class for only feature selection part
- allow NaNs in transform
- better sympy compatibility
- input validation & unit tests
- use training & test data in the feature selection process to get more robust features
- more expressive logs and verbose flag
- ...