neurodata/hyppo

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Python package for multivariate hypothesis testing

Stars: 252
Forks: 96
Open beginner issues: 0
Indexed issues: 45

Dominant language: Python
License: MIT-0
Last GitHub push: Aug 24, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue help wanted
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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45 open issues indexed

Great Repository! Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

neurodata/hyppo#444 · 1 comment · Opened Aug 9, 2026
[Question]Question on permutation strategy in discrim_two_sample test Open

question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

neurodata/hyppo#440 · 1 comment · Opened Nov 12, 2025
[Question] Permutation blocks for HHG Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

neurodata/hyppo#438 · 4 comments · Opened Oct 30, 2025
[Question] MGC redundant row warning Open

question

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

neurodata/hyppo#436 · 1 comment · Opened Oct 15, 2025
DiscrimTwoSample output depends on input order Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 45/100

neurodata/hyppo#422 · Opened Nov 11, 2024
CCA Incorrect Statistics Open

bug

neurodata/hyppo#413 · 1 comment · 1 assignee · Opened Mar 30, 2024
Error when running Conditional DCorr Open

bug

neurodata/hyppo#410 · 1 assignee · Opened Dec 27, 2023
Feature Request: Add Support for Parallel Processing Open

enhancement

neurodata/hyppo#365 · 1 comment · 1 assignee · Opened May 9, 2023
[Question] Multivariate conditional independence testing Open

question

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

neurodata/hyppo#360 · 3 comments · Opened Mar 17, 2023
Parameter "noise" for function _square_dimond() Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

neurodata/hyppo#358 · 1 comment · Opened Mar 14, 2023
Unbiased squared distance covariance increases as sample size becomes large Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

neurodata/hyppo#353 · 1 comment · Opened Feb 16, 2023
kci test is the unconditional version, should be conditional Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

neurodata/hyppo#347 · Opened Jan 23, 2023
Discriminability for a multivariate measure (64k vertices) Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

neurodata/hyppo#342 · 1 comment · Opened Dec 20, 2022
Auto ML two sample test Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

neurodata/hyppo#324 · Opened Jun 20, 2022
Incorrect statistics and p-values for MANOVA Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

neurodata/hyppo#323 · 2 comments · Opened Jun 6, 2022
Discriminability tests really slow, circle ci timeout Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

neurodata/hyppo#320 · Opened May 5, 2022
More Independence Tests Used for Causal Inference Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

neurodata/hyppo#312 · 2 comments · Opened Mar 23, 2022
A nonparametric test based on regression error (FIT) Open

enhancement ndd

neurodata/hyppo#305 · 1 comment · 1 assignee · Opened Feb 9, 2022
Refactor kgof module Open

enhancement ndd

neurodata/hyppo#302 · 1 comment · 1 assignee · Opened Feb 3, 2022
Kernel Conditional Independence Test Open

enhancement ndd

neurodata/hyppo#301 · 1 assignee · Opened Feb 3, 2022
Cythonize MultivariateFeatureSelector / Use Case Analysis Open

enhancement ndd

neurodata/hyppo#300 · 1 comment · 1 assignee · Opened Feb 3, 2022
A new correlation coefficient Open

enhancement ndd

Difficulty 5/5 Over a week Newbie friendliness 25/100

neurodata/hyppo#298 · 1 comment · Opened Jan 1, 2022
Kernel Conditional Independence Tests Open

enhancement ndd

Difficulty 5/5 Over a week Newbie friendliness 25/100

neurodata/hyppo#226 · 5 comments · Opened Oct 26, 2021
Kernel Conditional Equality of Distribution Test Open

enhancement ndd

Difficulty 5/5 Over a week Newbie friendliness 25/100

neurodata/hyppo#225 · 1 reaction · Opened Oct 25, 2021
Interpretable Distribution Features with Maximum Testing Power Open

enhancement ndd

Difficulty 5/5 Over a week Newbie friendliness 20/100

neurodata/hyppo#213 · Opened Sep 16, 2021
Multivariate Generalizations of the Wald-Wolfowitz and Smirnov Two-Sample Tests Open

enhancement hyppo.ksample ndd

Difficulty 5/5 Over a week Newbie friendliness 20/100

neurodata/hyppo#210 · Opened Sep 8, 2021
PR multivariate feature selection into scikit-learn Open

enhancement ndd

neurodata/hyppo#209 · 5 comments · 1 assignee · Opened Aug 31, 2021
discriminability summary rank report Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

neurodata/hyppo#200 · 3 comments · 1 reaction · Opened Jun 14, 2021
support k-sample tests when both inputs are distance/kernel matricies Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 25/100

neurodata/hyppo#193 · Opened Apr 27, 2021
add pseudocode for each algorithm in the documentation Open

documentation

Difficulty 5/5 Over a week Newbie friendliness 20/100

neurodata/hyppo#188 · 6 comments · Opened Mar 16, 2021
create separate modules for kernels Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 20/100

neurodata/hyppo#186 · 2 comments · Opened Mar 10, 2021
add more robust unit tests to validate accuracy with other simulations Open

enhancement good first issue

neurodata/hyppo#185 · 42 comments · 5 assignees · Opened Mar 10, 2021
support automated parameter tuning Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 15/100

neurodata/hyppo#184 · Opened Mar 10, 2021
add multiway functionality to k-sample tests Open

enhancement hyppo.ksample

Difficulty 5/5 Over a week Newbie friendliness 20/100

neurodata/hyppo#181 · Opened Feb 28, 2021
add 2-sample and 3-sample power curve benchmarks Open

documentation hyppo.ksample

Difficulty 3/5 1-2 days Newbie friendliness 25/100

neurodata/hyppo#177 · Opened Feb 16, 2021
improve finite testing power of MANOVA implementation Open

bug enhancement help wanted hyppo.ksample

Difficulty 5/5 Over a week Newbie friendliness 15/100

neurodata/hyppo#168 · 1 comment · Opened Feb 6, 2021
incorporate block permutation into K-sample tests Open

enhancement good first issue hyppo.ksample

neurodata/hyppo#155 · 37 comments · 1 assignee · Opened Jan 12, 2021
Add the range of each independence test statistic to docs Open

good first issue

neurodata/hyppo#121 · 17 comments · 2 assignees · Opened Sep 14, 2020
add fast 2-sample HHG test Open

enhancement hyppo.ksample ndd

neurodata/hyppo#109 · 1 comment · 1 assignee · Opened Aug 4, 2020
Add two-sample with kernel Fisher discriminant analysis Open

enhancement hyppo.ksample ndd

Difficulty 5/5 Over a week Newbie friendliness 25/100

neurodata/hyppo#107 · 1 comment · Opened Jul 31, 2020
Merge Dcorr/Energy/MMD/Hsic into scipy Open

help wanted ndd

neurodata/hyppo#98 · 10 comments · 1 assignee · Opened Jul 31, 2020
Benchmarks on time-series Open

documentation hyppo.time_series

neurodata/hyppo#95 · 6 comments · 1 assignee · Opened Jul 10, 2020
MGC/Dcorr embeddings Open

enhancement ndd

neurodata/hyppo#25 · 1 comment · 1 assignee · Opened Nov 15, 2019
Incorporate Dcorr clustering Open

ndd

Difficulty 5/5 Over a week Newbie friendliness 20/100

neurodata/hyppo#24 · Opened Nov 15, 2019
Conditional Dcorr = Partial Dcorr Open

enhancement ndd

Difficulty 5/5 Over a week Newbie friendliness 20/100

neurodata/hyppo#23 · 3 comments · Opened Nov 15, 2019

neurodata/hyppo

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