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Integrates fairness auditing and bias mitigation methods for the 'mlr3' ecosystem. This includes fairness metrics, reporting tools, visualizations and bias mitigation techniques such as "Reweighing" described in 'Kamiran, Calders' (2012) doi:10.1007/s10115-011-0463-8 and "Equalized Odds" described in 'Hardt et al.' (2016)
mlr3fairness.mlr-org.com | |
github.com/mlr-org/mlr3fairness | |
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