/effcause_release

This is the release version of EffCause.

Primary LanguageJupyter Notebook

EffCause

This repository is the implementation of an accelerated version of DyCause as in [^1]. The main experiment records are in effcause-exps.ipynb.

Other important files:

  • main_effcause.py EffCause algorithm.
  • main_dycause_mp_new.py DyCause algorithm.
  • effcause_rca.py EffCause for RCA.
  • ***_test.py are the test scripts on different datasets.
  • environment.yaml the environment configuration.

Note: Some data loading functions in the folder utility_funcs may have a little path bugs. Please modify them if data loading errors occur.