marcus-liu / bayesian-network-learning

Learning the structure of the Bayesian network model.

Bayesian Network Learning

dataset: nursery dataset is available here: https://archive.ics.uci.edu/ml/datasets/nursery

Bayesian networks representing uncertain relationships among the random variables. relationships must be learned from data, by assigning a score to each Bayesian network structure according to a scoring function(such as MDL (or BIC), AIC, BDeu) and find the structure that optimizes the score.

for installing project dependencies via pip:

pip install /path/to/reqs.txt

rendered notebook is available here