anomaly-detection

Exploring & Optimizing Anomaly Detection Methods

References:

VSCode python, virtual env, git

.venv powershell permissions

Misc:

https://github.com/yzhao062/pyod

https://github.com/odnura/adtk

https://github.com/awslabs/gluonts

https://github.com/datamllab/tods

https://github.com/yzhao062/anomaly-detection-resources

ruptures

pyod

tslearn

stumpy

" The practical winner in most cases is: time-aware features → Isolation Forest + LOF → ensemble, with spline residuals added for contextual anomalies."

Unsupervised anomaly detection for unevenly spaced seasonal time series data?

https://github.com/petermeissner/wikipediatrend

https://github.com/facebook/prophet

https://www.youtube.com/watch?v=im2kyhNPU8c