Causal Inference Experimentation

Example Running

./run_model.sh -m mean_difference -p src/MeanDifference.py

Notes

• causalbench subrepo is present for reference. There is no need to run git submodule init
• the folders output, storage, and manual_data are reserved.

• this will not run immediately - there is a nontrivial amount of editing to the pip installed causalbench files that is required to run this, specifically,

Custom model list

• mean_difference, src/MeanDifference.py
• random, src/RandomModel.py
• mean_difference, src/DataSaverModel.py
  • This model saves the expression data to the manual_data folder