fkit-learn 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
- Models should be production-ready with few extra steps.
- Validation should reflect real-life situations.
- Production models should match validated models.
- Reproducibility should be easily attainable.
- In-depth analysis and interpretation of model results should be simple to do.
Getting Started | Documentation |
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 .
Please review our contribution guidelines and code of conduct when contributing.