Robpy: A Python Library for Robust Statistics
Robpy is a Python library for robust statistics. It is a collection of functions and classes that are useful for robust statistical analysis. The library is designed to be easy to use and to provide a wide range of functionality. It is built on top of the popular NumPy, SciPy and Scikit-learn libraries, and is designed to be compatible with them.
Many of the methods have equivalent or similar implementation in the R packages robustbase and cellWise.
The structure and inner workings of the package are described in Leyder, S., Raymaekers, J., Rousseeuw, P. J., Servotte, T., & Verdonck, T. (2024). RobPy: a Python Package for Robust Statistical Methods. arXiv preprint arXiv:2411.01954.