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cure-lab / SCINet

The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
Apache License 2.0
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How to run SCINet on a custom dataset ? #30

Closed vinayakrajurs closed 2 years ago

vinayakrajurs commented 2 years ago

Hello again, What are the changes to be made in run_ETTh.py, exp_ETTh.py and etth_data_loader.py to be able to fit this custom dataset and successfully run the code targeting Voltage Dataset to be used : dataset4.csv

Thank You in advance

VEWOXIC commented 2 years ago

It seem that your dataset have similar format of the ETT dataset. It should works fine with the ETT dataloader (maybe some minor tweaks are needed). But your dataset has less data-channels, please make sure change the input channel of SCINet before initializing it.

Thanks for your attention.

vinayakrajurs commented 2 years ago

good day, I've figured it and was able to do so. thank you so much