selimfirat/pysad

Temporal online machines: streaming anomaly detection with calibrated p-values, built on skaters

🌊 Online machine learning in Python

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

Evaluation Tool for Anomaly Detection Algorithms on Time Series

TOD: GPU-accelerated Outlier Detection via Tensor Operations

Anomaly Detection for time series data

Real-time anomaly detection for time series metrics. 11 years of production anomaly detection evolution. Multi-algorithm ensembles. Pattern recognition using semi-supervised and unsupervised learning. Correlation analysis. Learns and gets better over time. No GPU required, can run on a VPS.

STUMPY is a powerful and scalable Python library for modern time series analysis

A python library for user-friendly forecasting and anomaly detection on time series.