howardhuang98 / bnsl

Bayesian network structure learning

Bayesian Network Structure Learning

BNSL is a python library aiming help data scientists and researchers infer Bayesian Network structure from observed data.

Here you can use:

• Greedy hill climb
• Simulated Annealing
• Dynamic programming: shortest path perspective
• PC algorithm
• Genetic algorithm
• K2 algorithm

How to use:

Please check document. You can also get a basic introduction of BN.

Acknowledgement

Any question, feel free to email me!
Author: Huang Hao
E-mail: [email protected]
Location: Tianjin University, Priceless Lab

bnsl's Issues

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