PyPI 官网下载 | fklearn-1.21.0.tar.gz

# fklearn: Functional Machine Learning  [](https://fklearn.readthedocs.io/en/latest/?badge=latest) [](https://gitter.im/fklearn-python/community?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge) [](https://circleci.com/gh/nubank/fklearn) [](https://codecov.io/github/nubank/fklearn) [](https://opensource.org/licenses/Apache-2.0) **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](https://scikit-learn.org/stable/) 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](https://fklearn.readthedocs.io/en/latest/) | [Getting Started](https://fklearn.readthedocs.io/en/latest/getting_started.html) | [API Docs](https://fklearn.readthedocs.io/en/latest/api.html) | [Contributing](https://fklearn.readthedocs.io/en/latest/contributing.html) | ## Installation To install via pip: ``` pip install fklearn ``` You can also install from the source: ```sh git clone git@github.com:nubank/fklearn.git cd fklearn git checkout master pip install -e . ``` ## License [Apache License 2.0](LICENSE)