Algorithms for quantifying associations, independence testing and causal inference from data.

Code for the Paper "Evaluating Independence and Conditional Independence Measures"

Distance correlation and related E-statistics in Python

energy package for R

Explore a newly developed methodology that could allow us to determine the pulsation and orbit periods of binary Cepheids without using any prior knowledge.

Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics

Python implementation of Distance Correlation, used to capture the linear and non-linear correlations between two continuous variables.

Data imputation and feature reconstruction using deep learning

Disentagnled Graph Collaborative Filtering, SIGIR2020

A Python Package to Facilitate Statistical Research

energy package for R

Raw files for a summary of various measures of dependency.