distillML

Model Distillation and Interpretability Methods for Machine Learning Models

CRAN Package

Provides several methods for model distillation and interpretability for general black box machine learning models and treatment effect estimation methods. For details on the algorithms implemented, see Brian Cho, Theo F. Saarinen, Jasjeet S. Sekhon, Simon Walter.

  • Version0.1.0.13
  • R versionunknown
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release03/25/2023

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  • Imports11 packages
  • Suggests4 packages