home/categories/data-analysis/ecnu-icalk-autoskill-skillbank-convskill-chinese-gpt4-8-glm4-7-股票k线时间序列数据预处理与timeserieskmeans聚类-skill-md
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ktimeserieskmeans

读取股票5分钟K线CSV文件,按日期分组,计算基于昨日收盘价的百分比变化,过滤无效数据(长度不一致、NaN、Inf),进行Z-score归一化,并使用TimeSeriesKMeans(DTW/SoftDTW度量)进行聚类。

ECNU-ICALK
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ECNU-ICALK
Atualizado 13/03/2026
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quick start

Installation and usage

读取股票5分钟K线CSV文件,按日期分组,计算基于昨日收盘价的百分比变化,过滤无效数据(长度不一致、NaN、Inf),进行Z-score归一化,并使用TimeSeriesKMeans(DTW/SoftDTW度量)进行聚类。

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use ktimeserieskmeans