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multivariate timeseries

Open laviniarossimori opened this issue 4 years ago • 2 comments

HI! it is possibile to use your model for multivariate timeseries forecasting? I want to predict one series with the help of other series

Thank you!.

laviniarossimori avatar Jun 07 '21 14:06 laviniarossimori

This library only contains basic ODE solving capabilities and gradient computations. It's definitely possible to build your own model using these tools, or you might want to look into open source code from papers that do time series predictions.

rtqichen avatar Jun 07 '21 16:06 rtqichen

So, you might be interested in checking out torchCDE which uses the solvers in torchdiffeq to do Controlled differential equations. which are controlled by a time series. In the library, he gives examples of time series classification using a time series. CDEs could likely be turned to your forecasting task as well.

2themaxx avatar Sep 02 '21 17:09 2themaxx