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.

该技能应用于时间序列机器学习任务，包括分类、回归、聚类、预测、异常检测、分割和相似性搜索。当处理时态数据、顺序模式或时间索引观察需要标准 ML 方法之外的专用算法时使用。特别适合使用 scikit-learn 兼容 API 进行单变量和多变量时间序列分析。 来源：ovachiever/droid-tings。

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