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Doubly Robust Python Packages

Python packages with the GitHub topic doubly-robust. Sorted by monthly downloads, with stars and forks.
gorgeousfish
cbps

Python implementation of Covariate Balancing Propensity Score (CBPS) for robust causal inference in observational studies. Supports binary, multi-valued, and continuous treatments. Includes high-dimensional CBPS (hdCBPS), nonparametric CBPS (npCBPS), marginal structural models (CBMSM), and instrumental variables (CBIV).(Disclaimer: CURRENTLY WIP)

184 1 0
banditml
offline-evaluation

Implementations and examples of common offline policy evaluation methods in Python.

82 220 25
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