fklearn uses functional programming principles to make it easier to solve real problems with Machine Learning.
The name is a reference to the widely known scikit-learn library.
- Validation should reflect real-life situations.
- Production models should match validated models.
- Models should be production-ready with few extra steps.
- Reproducibility and in-depth analysis of model results should be easy to achieve.