Repo for me to play with different anomaly detection techniques. I'm particularly interested in time series anomaly detection methods so we'll see how I go with finding resources for that ...

I'm also keen to design basic wrapper libraries for these types of algorithms with consistent API's.

https://www.analyticsvidhya.com/blog/2019/02/outlier-detection-python-pyod/ https://pyod.readthedocs.io/en/latest/example.html https://towardsdatascience.com/anomaly-detection-time-series-4c661f6f165f https://github.com/Diyago/ML-DL-scripts/blob/master/time%20series%20regression/anomaly%20detection/anomaly-detection-using-facebook-s-prophet.ipynb https://medium.com/seismic-data-science/anomaly-detection-using-prophet-a5dcea2c5473 https://towardsdatascience.com/anomaly-detection-time-series-4c661f6f165f https://www.kaggle.com/vinayjaju/anomaly-detection-using-facebook-s-prophet/notebook