Frouros is an open-source Python library capable of detecting drift in machine learning systems. It provides a combination of classical and more recent algorithms for drift detection: both concept and data drift. We have designed it with the objective of making it compatible with any machine learning framework and easily adaptable to real-world use cases. The library is developed following a set of best development and continuous integration practices to ensure ease of maintenance and extensibility. The source code is available at https://github.com/IFCA/frouros.
@article{arxiv.2208.06868,
title = {Frouros: A Python library for drift detection in machine learning systems},
author = {Jaime Céspedes-Sisniega and Álvaro López-García},
journal= {arXiv preprint arXiv:2208.06868},
year = {2023}
}