Anomaly Python Packages

alibi-detect

Algorithms for outlier, adversarial and drift detection

pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

oddball

Anomaly Detection Datasets Collection

frequency-anomaly-reporter

Sliding-window event-frequency monitors that detect anomalous rates - both excessive and insufficient - via configurable thresholds and callbacks. Zero dependencies.

faster-etapr

Faster implementation of the enhanced time-aware precision and recall (eTaPR) for the evaluation of anomaly detection methods on time series data

potoos

Time series anomaly detection using Redis TimeSeries and Luminol

tsag

Time series anomaly generator