Secilia-Cxy / SOFTS

Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion" in PyTorch.

Home Page:https://arxiv.org/abs/2404.14197

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how to add future feature

iceiceiceee opened this issue · comments

i want to add some future information as features, should i just add there features as chnnel, ignore time.
e.g. add weather features of meteorology forecast when create weather predict model.
thank you

Currently, this method does not consider future covariates. However, there are possibly some ways to implement it. For example, you can pad the focused channel to the known future and forward the padded multivariate series to the model. Although the model will forecast on all the channels, just use the prediction on the channels you are interested in.

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