Bayesian Network based on Neural Networks
(Bayonet)

[Movie of Bayonet-real]

[Features]

• Connectivity with SQL Database (Oracle, PostgreSQL and so on) and text(CSV) files.
  
• Learning conditional probabilities from the database with an efficient algorithm.
  
• Graph structure searching (Structure learning) with information criteria (MDL, AIC).
  
• Learning conditional probabilities with Neural networks and other learning models.
  
• Model construction using Wizard style operation.
  
• Network connectivity for client applications and programable command script and macros. (all operation can be executed from TCP/IP connection as same as GUI.)
  
• Hugin, BayesBuilder compatible .net file generation (even the network include continuous, multi-dimensional variables).
  
• One step belief propagate calculation and monitoring. (Good for understanding the belief propagation algorithm.)
  

[Information of Bayonet]

Other Research Papers

[Screen shots of Bayonet-real]

Other information