fklearn: Functional Machine Learning

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 |

Installation

To install via pip:

pip install fklearn

You can also install from the source:

git clone git@github.com:nubank/fklearn.gitcd fklearn
git checkout master
pip install -e .

License

Apache License 2.0