This is a simple tutorial for building an anomaly detector using an algorithm inspired by Twitter's Seasonal ESD approach.
The tutorial uses as couple of files available from Numenta's anomaly
benchmark repository.
https://github.com/numenta/NAB/tree/master/data
bash> virtualenv -p python3 venv
bash> source venv/bin/activate
bash (venv)> pip install -r requirements.txt
bash (venv)> jupyter notebook