GitHub topics: conditional-independence
biona001/GhostKnockoffGWAS
Knockoff-based analysis of GWAS summary statistics data
Language: Julia - Size: 12.8 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 8 - Forks: 1
mwiecksosa/auxiliary_indicators
Detect new forecasting signals using time-varying nonlinear regression
Size: 16.2 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0
biona001/Knockoffs.jl
Variable Selection with Knockoffs
Language: Julia - Size: 12.9 MB - Last synced at: about 19 hours ago - Pushed at: about 20 hours ago - Stars: 7 - Forks: 0
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: 12 days ago - Pushed at: almost 5 years ago - Stars: 29 - Forks: 5
pni-lab/mlconfound
Tools for analyzing and quantifying effects of confounder variables on machine learning model predictions.
Language: Jupyter Notebook - Size: 137 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0
baptistar/SING
Learning non-Gaussian graphical models
Language: Python - Size: 44.9 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
ericstrobl/RCIT
The Randomized Conditional Independence Test (RCIT) and the Randomized conditional Correlation Test (RCoT)
Language: R - Size: 84 KB - Last synced at: 11 months ago - Pushed at: almost 6 years ago - Stars: 23 - Forks: 10
bossemel/Flow_PC
Flow-based PC algorithm for causal discovery using Normalizing Flows
Language: Python - Size: 2.58 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
yromano/fair_dummies
implementation of fair dummies
Language: Jupyter Notebook - Size: 2.03 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 4
majianthu/transferentropy
Code for the paper "Estimating Transfer Entropy via Copula Entropy"
Language: R - Size: 46.9 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 10
gmurro/fanta-bayesian-net Fork of giuseppeboezio/FantaBayesianNet
Bayesian Network applied to the context of italian Fantasy Football for Fundamentals of Artificial Intelligence and Knowledge Representation class at @UNIBO
Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
callmespring/dgcit Fork of tianlinxu312/dgcit
DGCIT: Double Generative Adversarial Networks for Conditional Independence Testing (JMLR, 2021)
Language: Python - Size: 912 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
majianthu/cda
Code for the paper "Causal Domain Adaptation with Copula Entropy based Conditional Independence Test"
Language: R - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1
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 Notebook - Size: 86.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
MrEliptik/BayesianNetworkIndependenceChecker
An algorithm to create a bayesian network and check independance of the variables
Language: Python - Size: 19.5 KB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
