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Sep, 2020
PySAD:基于Python的流异常检测框架
PySAD: A Streaming Anomaly Detection Framework in Python
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Selim F. Yilmaz, Suleyman S. Kozat
TL;DR
PySAD是一个用于流式数据异常检测的开源Python框架。该框架提供了一系列完整的工具,包括投影仪和概率校准器等,可用于设计异常检测实验,并基于PyOD和scikit-learn等流行开源框架进行构建。
Abstract
PySAD is an open-source
python framework
for
anomaly detection
on
streaming data
. PySAD serves various state-of-the-art methods for stream
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