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Uplift modelling · community showcase

Unofficial community showcase of CausalML (Uber — Chen, Harinen, Lee, Yung, Zhao et al.). Not affiliated with the authors; all credit to them. Docs: causalml.readthedocs.io

1 workflow

Workflows

SourceCausalML

Heterogeneous

Uplift modelling with S-, T-, X- and R-learners (CausalML)

Estimate who responds, not just the average: fit a family of meta-learners for the CATE, pick the best by validation error, then rank and target with an uplift curve.

@causalml 11 992 views