nonparametric-statistics topic
scikit-posthocs
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
hypothetical
Hypothesis and statistical testing in Python
lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
vimp
Perform inference on algorithm-agnostic variable importance
MultiKDE.jl
Multivariate kernel density estimation
rfUtilities
R package for random forests model selection, inference, evaluation and validation
WGPOT
The Wasserstein Distance and Optimal Transport Map of Gaussian Processes
causalglm
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
fdaPDE-cpp
A C++ library for physics-informed spatial and functional data analysis over complex domains.