Smile — Structural Modelling, Inference, and Learning Engine

The Smile.jl package is a wrapper for the C++ SMILE librarydeveloped by the Decision Systems Laboratory at the University of Pittsburgh. Smile allows users to do structure modelling, inference, and learning for Bayesian Networks.

Contents:

• Available Types
• Installation
  • Advanced
• QuickStart Guide
• Naive Bayes
  • Parameters
  • Examples
• Tree Augmented Naive Bayes
  • Parameters
  • Examples
  • Algorithm
  • Reference
• Bayesian Search
  • Parameters
  • Examples
  • Algorithm
  • Reference
• Greedy Thick Thinning
  • Parameters
  • Examples
  • Algorithm
  • Reference
• PC
  • Parameters
  • Examples
  • Algorithm
  • Reference