fklearn makes it easier to solve real business problems using Machine Learning. It largely relies on functional programming principles to help achieve this goal.

The name is a tribute to the widely known scikit-learn library.

fklearn Principles

  1. Models should be production-ready with few extra steps.
  2. Validation should reflect real-life situations.
  3. Production models should match validated models.
  4. Reproducibility should be easily attainable.
  5. In-depth analysis and interpretation of model results should be simple to do.


Indices and tables