Significance Testing Python Packages

deepsig

Easy Significance Testing for Deep Neural Networks.

hypothesize

Robust statistics in Python

hera-matlab

HERA: Hierarchical-Compensatory, Effect-Size Driven Ranking Algorithm.

dnn-inference

Significance tests of feature relevance for a black-box learner

evalkit-research

Rigorous LLM evaluation: bootstrap CIs, significance testing, automated auditing

robust-statistics-simulator

Interactive simulations that demonstrate properties of robust statistics

scatterbin

Adjustable binning of scatter plot data