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@MantejGill
Created December 9, 2023 06:22
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Tools to find bias in Data
Tool Description
AI Fairness 360 This is an open-source toolkit offered by IBM for the detection and elimination of bias in machine learning models
What-If Tool This tool allows users to test different scenarios within their data to check how changes affect the end results of a machine learning model
TCAV (Testing with Concept Activation Vectors) TCAV is a tool developed by Google to scan algorithmic models for common biases, such as race, gender, and location
FairML FairML is a Python open-source toolbox that is used to audit machine learning predictive models to detect bias.
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