Robust Statistics Python Packages

robustats

Robustats is a Python library for high-performance computation of robust statistical estimators.

robustcov

Robust scatter geometry for anomaly detection, kernels, and ML workflows in Python.

lmo

Trimmed L-moments and L-comoments for robust statistics.

delicatessen

Delicatessen: the Python one-stop sandwich (variance) shop 🥪

hypothesize

A Python package for comparing groups and measuring associations using robust statistics.

rcr

Robust Chauvenet Outlier Rejection: RCR is advanced, but easy to use, outlier rejection.

rsklpr

Implementation of the Robust Local Polynomial Regression with Similarity Kernel method

levy-stable-jax

Implementation of the Lévy alpha-stable distributions for Jax.

rcrpy

Robust Chauvenet Rejection (RCR), Python reimplementation

embarrassingly

robust optimization

pyrobustregressionlib

A library that implements algorithms for linear and non-linear robust regression.

robustgp

Robust Gaussian Process with Iterative Trimming

robust-statistics-simulator

Robust statistics in Python

robustats-py

Robust statistics for NumPy: replaces mean with median for outlier-resistant analysis