Shypd.aiThe largest open index of AI toolsPyOD is a Python library for anomaly detection across various data types, offering over 60 detectors. It features benchmark-backed orchestration and an agentic workflow for AI agents, simplifying expert-level anomaly detection.
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PyOD is a comprehensive Python library for anomaly detection, established in 2017 and widely used in both academic research and commercial products. It supports over 60 detectors across tabular, time series, graph, text, and image data, all accessible through a unified API. Version 3 introduces ADEngine for intelligent orchestration and an agentic workflow via the 'od-expert' skill for AI agents, allowing natural language interaction for anomaly detection investigations. The library maintains backward compatibility with its classic fit/predict API and is built on SUOD for fast parallel training and Numba JIT for per-model speedups. It is recognized for its impact in space and science, enterprise deployments, and educational courses.
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