turing_bbn

Preface

turing_bbn is a C++17 implementation of py-bbn. If you need to take your organization to the next level of computing with speed and performance, take a step away from py-bbn with Python and use turing_bbn with C++17. Please contact us at info@oneoffcoder.com to discuss our products and services around py-bbn and turing_bbn. In the meanwhile, please enjoy reading the documentation of turing_bbn and observe the elegance, simplicity and power of The Art of the Possible with the API.

Contents

• Introduction
  • Products and Service
• Bayesian Belief Network
• Inference
• Serialization and Deserialization
• Building
  • Creating Build Directory
  • Generating Make Instructions
  • Compiling the Code
  • Code Testing
  • Code Coverage
  • Memory Leak Test
  • Documentation
  • Integrated Development Environments

API

• Introduction
• Graph
  • Base
    • com::ooc::bbn::graph::GraphItem
  • Variable
    • com::ooc::bbn::graph::Variable
  • Nodes
    • com::ooc::bbn::graph::Node
    • com::ooc::bbn::graph::BbnNode
    • com::ooc::bbn::graph::Clique
    • com::ooc::bbn::graph::SepSet
  • Edges
    • com::ooc::bbn::graph::Edge
      • com::ooc::bbn::graph::EdgeType
    • com::ooc::bbn::graph::JtEdge
    • com::ooc::bbn::graph::SepSetEdge
  • Graphs
    • com::ooc::bbn::graph::Graph
    • com::ooc::bbn::graph::Ug
    • com::ooc::bbn::graph::JtGraph
    • com::ooc::bbn::graph::PDag
    • com::ooc::bbn::graph::Dag
    • com::ooc::bbn::graph::Bbn
  • Graph Path Finders
    • com::ooc::bbn::graph::PDagPathFinder
    • com::ooc::bbn::graph::DagPathFinder
    • com::ooc::bbn::graph::JtPathFinder
  • Graphs Misc
    • com::ooc::bbn::graph::JtListener
    • com::ooc::bbn::graph::EvidenceType
    • com::ooc::bbn::graph::ChangeType
    • com::ooc::bbn::graph::Evidence
    • com::ooc::bbn::graph::PotentialEntry
    • com::ooc::bbn::graph::Potential
• PPTC
  • com::ooc::bbn::pptc::PotentialInitializer
  • com::ooc::bbn::pptc::Moralizer
  • com::ooc::bbn::pptc::Triangulator
    • com::ooc::bbn::pptc::NodeClique
  • com::ooc::bbn::pptc::Transformer
  • com::ooc::bbn::pptc::Initializer
  • com::ooc::bbn::pptc::Propagator
    • com::ooc::bbn::pptc::EvidenceCollector
    • com::ooc::bbn::pptc::EvidenceDistributor
  • com::ooc::bbn::pptc::InferenceController
• Util
  • com::ooc::bbn::util::GraphUtil
  • com::ooc::bbn::util::PotentialUtil
  • com::ooc::bbn::util::BbnUtil
• Sampling
  • Table
    • com::ooc::bbn::sampling::Table
  • SortableNode
    • com::ooc::bbn::sampling::SortableNode
  • LogicSampler
    • com::ooc::bbn::sampling::LogicSampler

Indices

• Index

About

One-Off Coder is an educational company. We also offer artificial intelligence, machine learning, data mining and data science services and products. Please visit us online to discover how we may help you achieve life-long success in your personal coding career or with your company’s business goals and objectives.

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Copyright

Software

This work is copyrighted by One-Off Coder, 2020.

Art

Copyright 2020 Daytchia Vang

Citation

@misc{oneoffcoder_turing_bbn_2020,
title={Bayesian Belief Network in C++},
url={https://turing-bbn.oneoffcoder.com},
author={One-Off Coder},
year={2020},
month={Feb}}

Author

Jee Vang, Ph.D.

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