Anomaly Detection with Topic modeling on Network Logs

anomaly detection in hosted website logs using topic models

to run

python main.py --config config.cfg.template --data data/wslog.dat.template --num_topics 10 --alpha auto --iterations 100 --modelname Agrajag

dataset

the template dataset stored at data/wslog.dat.template is the head and tail of the raw apache log dataset from https://github.com/silicon-valley-data-science/datasets