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.

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 [email protected]:nubank/fklearn.git
cd fklearn
git checkout master
pip install -e .

Apache License 2.0