causal

Causal module.

Classes

BuildModelFromDAG(*[, dag, df, target, ...])	Build a PyMC probabilistic model directly from a Causal DAG and a tabular dataset.
CausalGraphModel(causal_model, treatment, ...)	Represent a causal model based on a Directed Acyclic Graph (DAG).
TBFPC(target, *[, target_edge_rule, ...])	Target-first Bayes Factor PC (TBF-PC) causal discovery algorithm.
TBF_FCI(target, *[, target_edge_rule, ...])	Target-first Bayes Factor Temporal PC.