Md Atik Ahamed

Please see the following link: https://github.com/Atik-Ahamed/TimeMachine/issues/2#issuecomment-2035637516. If possible please provide your machine configuration, so we can try to figure out what has happened in your case.

Thanks for mentioning more details. It seems that you are trying to debug with break-points? Can you please try without break-points and direct run? Please let us know, what happens...

Regarding time it may be affected by a variety of factors, such as batch size, the hardware in use, etc. As an example, you may see for ETTh1, 96-96 case...

Sorry for the delayed response. For channel independence, it meant to capture details in both ways. However, for channel mixing, our experimental results did not provide as much improvement, if...

Thanks for your interest! You can download the data from iTransformer's provided source. iTransformer: https://github.com/thuml/iTransformer The datasets can be obtained from [Google Drive](https://drive.google.com/file/d/1l51QsKvQPcqILT3DwfjCgx8Dsg2rpjot/view?usp=drive_link) or [Tsinghua Cloud](https://cloud.tsinghua.edu.cn/f/2ea5ca3d621e4e5ba36a/).

Thanks for your interest in our work. You may try to utilize TimeMachine as a block for Time-Series Classification. Possibly changing the last linear layer according to your desired classes....

Hi @Jerry-a-rookie, Thank you for your interest. I apologize if my response is delayed. Please see this: https://github.com/thuml/iTransformer/issues/56#issue-2154613222 I hope it may help. Thank you very much