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/output/ | ||
.DS_Store |
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# 20220901 项目:异常值检测可视化 | ||
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纪要: | ||
1. 可视化形式要多样,多种图形; | ||
2. 后台的代码找现成的Python代码,确保有几个基于聚类的方法; | ||
3. 前端基于pyqt; | ||
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https://github.com/yzhao062/pyod | ||
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https://pyod.readthedocs.io/en/latest/example.html | ||
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生成仿真数据 | ||
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https://pyod.readthedocs.io/en/latest/pyod.utils.html#pyod.utils.data.generate_data | ||
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所有模型 | ||
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https://pyod.readthedocs.io/en/latest/pyod.models.html | ||
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模型列表 | ||
``` | ||
'ABOD', | ||
'AutoEncoder', | ||
'CBLOF', | ||
'HBOS', | ||
'IForest', | ||
'KNN', | ||
'LOF', | ||
'MCD', | ||
'OCSVM', | ||
'PCA' | ||
``` | ||
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