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fklearn uses functional programming principles to make it easier to solve real problems with Machine Learning.

The name is a reference to the widely knownscikit-learn library.

fklearn Principles

1. Validation should reflect real-life situations.
2. Production models should match validated models.
3. Models should be production-ready with few extra steps.
4. Reproducibility and in-depth analysis of model results should be easy to achieve.

Documentation |Getting Started |API Docs |Contributing |

To install via pip:

pip install fklearn

You can also install from the source:

git clone git@github.com:nubank/fklearn.gitcd fklearngit checkout masterpip install -e.

Apache License 2.0