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jianzuo avatar jianzuo commented on May 26, 2024 1

The custom dataset class works on my dataset. I am going to further explore the modeling training and prediction to improve the prediction accuracy.
Thanks!

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WenWeiTHU avatar WenWeiTHU commented on May 26, 2024

Hello, you cen refer to the README for using customized dataset: https://github.com/thuml/iTransformer/tree/main/scripts/multivariate_forecast

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jianzuo avatar jianzuo commented on May 26, 2024

@WenWeiTHU Thank you very much for the quick response and sharing.
Going to check those resources,

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WenWeiTHU avatar WenWeiTHU commented on May 26, 2024

Yeah, of course you can use this time column! In fact, the timestamps are regarded as an extra variate token in our model (as the model input but not to predict it). You can try out your customize feature embedding of covariates.

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