Data Science Looks at Discrimination
dsldFairUtils
dsldFreqPCoord
dsldFrequencyByS
Confounder and Proxy Hunting
dsldLinear
dsldLogit
dsldBnlearn
dsldConditDisparity
dsldConfounders
dsldDensityByS
dsldEDFFair Wrappers
dsldFairML Wrappers
dsldML
dsldMatchedATE
ScatterPlot3D in dsld
dsldTakeALookAround
Utitlities
Statistical and graphical tools for detecting and measuring discrimination and bias, be it racial, gender, age or other. Detection and remediation of bias in machine learning algorithms. 'Python' interfaces available.