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PolicyEngine / synthimpute

Python package for data synthesis and imputation using parametric and nonparametric methods, and evaluation of these methods.
MIT License
11 stars 6 forks source link

Add matched imputation #45

Closed nikhilwoodruff closed 3 years ago

nikhilwoodruff commented 3 years ago

This adds a bisection routine to the random forest imputation to match an aggregate.

Added support for MicroSeries and MicroDataFrame inputs, but without needing microdf as a dependency.