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关于在ECL等非交通流数据集训练问题 #6

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Wutianmei666 opened this issue Nov 12, 2024 · 2 comments
Open

关于在ECL等非交通流数据集训练问题 #6

Wutianmei666 opened this issue Nov 12, 2024 · 2 comments

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@Wutianmei666
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作者您好!我看到代码中有ECL等非交通流数据集,我想请教下如何用ImputeFormer来进行非交通流数据的填补?具体来说,ImputeFormer的模型超参数该如何设置?代码中似乎没有相关的yaml文件。期待您的回答,万分感谢!

@tongnie
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tongnie commented Nov 16, 2024

您好,感谢关注!抱歉由于忙于其他事务回复迟了。我们最初在air quality, energy consumption, 以及solar power record这些非交通流数据集上测试了模型,配置文件同样在'config/imputation/'下。其中CER这个数据集与ECL的模式类似,同样为能源时间序列,您可以参考imputeformer_cer.yaml中的超参数来运行ECL数据集的补全实验。

后续我也会将ECL的实验脚本上传至本项目中,谢谢~

@Wutianmei666
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好的,非常感谢您的解答!!!

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