If you are using (Ana-)conda (or mamba), you can also obtain Netgraph from conda-forge: Please raise an issue. Include any relevant code and data in a minimal, reproducible example. If applicable, ...

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金融数据分析面临实时处理、高频采集和非结构化特性的多重挑战。传统的使用自组织映射(SOM)进行异常检测存在几个关键性局限： 概念漂移现象：随着宏观经济环境变化导致的数据分布转变，模型预测结果往往迅速过时。