aeon

SKILL.md

Aeon is a scikit-learn compatible Python toolkit for time series machine learning. It provides state-of-the-art algorithms for classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search.

Categorize time series into predefined classes. See references/classification.md for complete algorithm catalog.

Predict continuous values from time series. See references/regression.md for algorithms.

該技能應用於時間序列機器學習任務，包括分類、回歸、聚類、預測、異常檢測、分割和相似性搜索。當處理時態數據、順序模式或時間索引觀察需要標準 ML 方法之外的專用算法時使用。特別適合使用 scikit-learn 兼容 API 進行單變量和多變量時間序列分析。 來源：ovachiever/droid-tings。

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