关于结果的范围

[Aaron-yhj]

尊敬的作者您好！非常感谢您所提出的杰出的模型。在将PatchTST作用于自己的数据集时，发现模型输出的数值范围与数据集中的数据值域范围有很大出入，经过阅读代码发现在Dataset中有scale默认为True。请问：如何将经过scale的数据的输出缩放为原本数据的值域范围呢？期待您的回答。

[yuqinie98]

Hi @Aaron-yhj , I understand your thought. We normalize the output to be consistent with previous papers. You could use this function to transfer the signal back to the original scale: https://github.com/yuqinie98/PatchTST/blob/main/PatchTST_supervised/data_provider/data_loader.py#LL289C1-L290C1.

[Aaron-yhj]

Hi @Aaron-yhj , I understand your thought. We normalize the output to be consistent with previous papers. You could use this function to transfer the signal back to the original scale: https://github.com/yuqinie98/PatchTST/blob/main/PatchTST_supervised/data_provider/data_loader.py#LL289C1-L290C1.

Thanks for your reply, it's very helpful for me