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rob-med / awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

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Recommend: HyperTS, a full-pipeline automated time series analysis toolkit.

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Easy-to-use, powerful, and unified full pipeline automated time series toolkit.

Supports forecasting, classification, regression, and anomaly detection.

Including a large collection of TS models, including statistical models (Prophet, ARIMA, VAR, iForest, etc.), deep learning models(DeepAR, GRU, LSTNet, NBeats, VAE, etc.), and neural architecture search.

Github link: https://github.com/DataCanvasIO/HyperTS