two-sample-test

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majianthu / pycopent

Star 168

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

python correlation entropy information-theory variable-selection causality copula hypothesis-testing mutual-information changepoint transfer-entropy conditional-mutual-information granger-causality change-detection change-point-detection causal-discovery two-sample-test copula-entropy normality-test conditional-independence-test

Updated Oct 2, 2024
Python

fengliu90 / DK-for-TST

Star 51

This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).

hypothesis-testing two-sample-test

Updated Jun 21, 2021
Python

majianthu / copent

Star 42

R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

r correlation entropy information-theory variable-selection causality copula mutual-information transfer-entropy conditional-mutual-information granger-causality change-point-detection causal-discovery two-sample-test mutualinf copula-entropy normality-test conditional-independence-test

Updated Jun 7, 2024
R

Black-Swan-ICL / PyRKHSstats

Star 16

A Python package implementing a variety of statistical methods that rely on kernels (e.g. HSIC for independence testing).

machine-learning statistics kernel-methods independence-test two-sample-test conditional-independence-test

Updated Jan 12, 2022
Python

rgklab / detectron

Star 11

Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"

machine-learning xgboost pytroch two-sample-test distribution-shift

Updated Jan 22, 2024
Python

Piyushi-0 / MMD-reg-OT

Star 8

Code for our TMLR '24-ICLR '25 work: MMD-Regularized UOT.

pytorch mmd wasserstein optimal-transport domain-adaptation two-sample-test barycenter prompt-learning

Updated Jun 23, 2025
Python

yeager20001118 / AdapTesting

Star 5

Tool box for Data Adaptive Hypothesis Testing

deep-learning toolkit pytorch toolbox gpu-acceleration hypothesis-testing data-adaptive two-sample-test adaptesing

Updated Aug 26, 2025
Python

afarahi / tatter

Star 3

TATTER (Two-sAmple TesT EstimatoR) is a tool to perform two-sample hypothesis test.

kullback-leibler-divergence mmd posterior-predictive two-sample-statistics two-sample-test

Updated Feb 15, 2022
Python

majianthu / cpd

Star 3

Code for the paper "Change Point Detection with Copula Entropy based Two-Sample Test"

copula changepoint change-point-detection two-sample-test copula-entropy

Updated Jun 15, 2025
R

zhangxiany-tamu / KDist

Star 2

A Collection of Kernel and Distance Methods for Statistical Inference

kernel-methods independence-tests distance-measures manova change-point-detection two-sample-test

Updated Jun 10, 2025
R

HPLB

lorismichel / HPLB

Star 1

R package - Implementation of high-probability lower bounds for the total variance distance (Michel et al., 2020)

machine-learning classification two-sample-test

Updated Jun 5, 2020
R

rgklab / detectron_xgb

Star 1

Robust and Highly Sensitive Covariate Shift Detection using XGBoost

machine-learning xgboost two-sample-test distribution-shift

Updated Feb 17, 2023
Python

lukashaverbeck / rkhs

Star 1

A unified framework for marginal and conditional two-sample testing with kernels in JAX.

kernels jax two-sample-test

Updated Aug 27, 2025
Python

LouisFernando1204 / InformaticsStudentsDataset

Star 0

InformaticsStudentsDataset is a dataset containing dummy data of all informatics students from Institut Teknologi Sepuluh Nopember (ITS). This dataset is used for case analysis of 'One Sample Test' and 'Two Sample Test' in the repository (https://github.com/LouisFernando1204/InformaticsStudentsAnalysis).

dataset two-sample-test informatics-students-analysis one-sample-test

Updated Apr 24, 2024

KelvinLam05 / ab_testing

Star 0

Analysis of A/B test results by an e-commerce company. Application of hypothesis testing to determining whether the company should implement the new web page it developed to increase users' conversion rate.

ab-testing hypothesis-testing conversion-rate z-test two-sample-test

Updated Sep 4, 2022
Jupyter Notebook

LouisFernando1204 / InformaticsStudentsAnalysis

Star 0

InformaticsStudentsAnalysis is an analysis project utilizing two methods: the 'One Sample Test' and the 'Two Sample Test' to verify the validity of a statement. This project was completed as part of my coursework for the 4th semester at IMT@UC.

analysis prediction two-sample-test statistics-probability-python one-sample-test