conditional-independence

There are 14 repositories under conditional-independence topic.

  • majianthu/transferentropy

    Code for the paper "Estimating Transfer Entropy via Copula Entropy"

    Language:R360013

  • ericstrobl/RCIT

    The Randomized Conditional Independence Test (RCIT) and the Randomized conditional Correlation Test (RCoT)

    Language:R243210

  • 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:Python20135

  • biona001/GhostKnockoffGWAS

    Knockoff-based analysis of GWAS summary statistics data

    Language:Julia62231

  • biona001/Knockoffs.jl

    Variable Selection with Knockoffs

    Language:Julia62180

  • pni-lab/mlconfound

    Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.

    Language:Jupyter Notebook6110

  • yromano/fair_dummies

    implementation of fair dummies

    Language:Jupyter Notebook3304

  • callmespring/dgcit

    DGCIT: Double Generative Adversarial Networks for Conditional Independence Testing (JMLR, 2021)

    Language:Python2000

  • baptistar/SING

    Learning non-Gaussian graphical models

    Language:Python1200

  • bossemel/Flow_PC

    Flow-based PC algorithm for causal discovery using Normalizing Flows

    Language:Python1100

  • pni-lab/mlconfound-manuscript

    Analysis code and Latex source of the manuscript describing the conditional permutation test of confounding bias in predictive modelling.

    Language:Jupyter Notebook1101

  • majianthu/cda

    Code for the paper "Causal Domain Adaptation with Copula Entropy based Conditional Independence Test"

    Language:R0101

  • gmurro/fanta-bayesian-net

    Bayesian Network applied to the context of italian Fantasy Football for Fundamentals of Artificial Intelligence and Knowledge Representation class at @UNIBO

    Language:Jupyter Notebook

  • MrEliptik/BayesianNetworkIndependenceChecker

    An algorithm to create a bayesian network and check independance of the variables

    Language:Python10