Introduction
Getting Started
conda
Tutorial
set_options
networkx
User guide
BayesianNetwork
StructureModel
InferenceEngine
InferenceEngine.query
InferenceEngine.do_intervention
Resources
API Docs
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.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.