You might also be interested in this older project from etsy https://github.com/etsy/skyline https://github.com/etsy/skyline Has a fairly good mixture of mode

You might also be interested in this older project from etsy https://github.com/etsy/skyline https://github.com/etsy/skyline Has a fairly good mixture of models approach to anomaly detection even if it's not maintained.