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GitHub - nubank/fklearn: fklearn: Functional Machine Learning
source link: https://github.com/nubank/fklearn
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README.md
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
- Validation should reflect real-life situations.
- Production models should match validated models.
- Models should be production-ready with few extra steps.
- Reproducibility and in-depth analysis of model results should be easy to achieve.
Documentation | Getting Started | API Docs |
Installation
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 .
Contribution guidelines
Please review our contribution guidelines and code of conduct when contributing.
License
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