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.estimator

causalnex.network provides functionality to learn joint probability distribution of networks.

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.