Data Science, Machine Learning, Causality, Causal Inference, Python.
interventional conditional distributions (more precisely here, expectations). The new stuff: causality.analysis.dataframe I wanted to make a tool that works well within an analyst’s workflow, and extended some basic tools they already work with. Extending the pandas DataFrame seemed like a nice way