eug / bayesnet

Bayes Network Demo

bayesnet

Bayes Network Demo

Disclaimer

This project is a simplistic implementation of Bayes Network for learning purposes. It is compatible with pandas.DataFrame but has the limitation that all columns from the dataset must be categorical (casted as integers e.g. input/cmc_train.csv).

Help

Usage:
    python main.py --predict
    python main.py -p wifes_age_1 -c husbands_occ_1,sol_4 -s 1000


Options:
    --predict                 Perform predictions on test dataset
    -s --samples=INT          When specified set the number of samples for Likelihood Weighting
    -p --prob=Event           Hypothesis event
    -c --cond=[<Event1>,...]  List of evidencies
    -h --help                 Print this message