causalnexΒΆ

Description

causalnex toolkit for causal reasoning (Bayesian Networks / Inference)

Modules

causalnex.structure causalnex.structure provides functionality to define or learn structure.
causalnex.plots causalnex.plots provides functionality to visualise structure models.
causalnex.discretiser causalnex.discretiser provides functionality to discretise data.
causalnex.network causalnex.network provides functionality to learn joint probability distribution of networks.
causalnex.evaluation causalnex.evaluation provides functionality to evaluate causal models using standard metrics.
causalnex.inference causalnex.inference provides functionality to make inferences based on interventions and observations.