Pinned Repositories
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
CFA
Causal Fairness Analysis
fairadapt
Fair data adaptation using causal graphical models with R.
obesity-paradox
outcome-control
Causal Fairness For Outcome Control
pid
Probabilities of Identification
ranger
A Fast Implementation of Random Forests
recourse-iclr24
sp-to-pp
Reconciling Statistical and Predictive Parity
spurious-variations
Causal Decompositions of Spurious Variations in Causal Models
dplecko's Repositories
dplecko/CFA
Causal Fairness Analysis
dplecko/fairadapt
Fair data adaptation using causal graphical models with R.
dplecko/spurious-variations
Causal Decompositions of Spurious Variations in Causal Models
dplecko/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
dplecko/obesity-paradox
dplecko/outcome-control
Causal Fairness For Outcome Control
dplecko/pid
Probabilities of Identification
dplecko/ranger
A Fast Implementation of Random Forests
dplecko/recourse-iclr24
dplecko/sp-to-pp
Reconciling Statistical and Predictive Parity