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Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life...

Results 7 PyTorch-Transformer-for-RUL-Prediction issues
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你好,jiaxiang 最近了解了一下transformer模型,大都由encoder和decoder模块组成,但是在code中没有找到decoder模块,是什么原因呢?

Excuse me, is there any way to draw "example with unit 43 in FD001.png"?

There is a problem with the data processing in this code. If the results in the paper are also processed in this way, it is impossible to get the correct...

Hello, may I ask that the paper you reproduced is that one? Can you send a link?

In the code, the convolution operations is applied for the future time stamp also during the training. Example: for the second iteration (t=1), the stack of three time steps (0,1,2)...

Hello, this is the first time I have asked a question on github. If you offend you, please forgive me.Why my rmse is more than 40 .I hope you have...

![example with unit 43 in FD001](https://github.com/jiaxiang-cheng/PyTorch-Transformer-for-RUL-Prediction/assets/152355027/e67deff2-e88d-43df-9e17-f608e251e749)