/Tractable-Neural-Causal-Model

Official code repository to the corresponding paper.

Primary LanguagePython

Tractable Neural Causal Models

Official code repository for the corresponding paper.

Contains a partial re-implementation of Xia et al. 2021.

Code Structure:

  • aux contains helper functions
  • models contains base functions like neural nets, sum-product networks but also the actual (T)NCM
  • expX reproduces an experiment as found in the paper