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Topic: "independence-testing"

JuliaDynamics/Associations.jl

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

Language: Julia - Size: 54.7 MB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 156 - Forks: 15

syanga/pycit

(Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as well as multiprocessing.

Language: Python - Size: 122 KB - Last synced at: 4 days ago - Pushed at: almost 5 years ago - Stars: 30 - Forks: 5

py-why/pywhy-stats

Python package for (conditional) independence testing and statistical functions related to causality.

Language: Python - Size: 4.77 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 28 - Forks: 4

jeanbaptisteb/ACT

analysis of contingency tables and their residuals, with a bootstrap correction for multiple testing

Language: Python - Size: 47.9 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

Related Topics
statistics 2 transfer-entropy 1 time-series 1 surrogate-data 1 predictive-asymmetry 1 partial-mutual-information 1 network-inference 1 mutual-information 1 julia-language 1 julia 1 hacktoberfest 1 entropy 1 distance-correlation 1 cross-mapping 1 conditional-mutual-information 1 causal-inference 1 causal-graphs 1 associations 1 python 1 conditional-independence-test 1 mutual-information-estimators 1 knn-estimator 1 discrete-continuous-mixtures 1 conditional-independence 1 residuals 1 independence-tests 1 contingency-table 1 chi-square-test 1