bnetTool

bayesian network gui tool

Original version is developed by TrungVV (trungvv91@gmail.com) with features:

- Graphical creating bayesian network.

- Inference based on probability, statiscal theory.

- Learning with complete and uncomplete data.

This version have improvement by NguyenND (nguyenngodinh@outlook.com)

- Increase speed on infering and learning with algorithm of belief propagation.

- Can solve the big size of network and loopy graph.

References

- Learning Bayesian Networks(Neapolitan, Richard)

- Loopy Belief propagation in Bayesian Networks : origin and possibilistic perspectives

- Updating probabilities in multiply-connected belief network

- Probabilistic inference in multiply connected belief networks using loop cutsets