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A DILATE loss implementation that supports batches of timeseries

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batch-DILATE

A DILATE loss implementation that supports batches of timeseries for multi-step forecasting.

The implementation is done in PyTorch and uses a callable torch.nn.Module. See example jupyter notebook for usage.

To install python package use git clone https://github.com/marcdemers/batch-DILATE, then cd batch-DILATE, followed by pip install .

Acknowledgements

Original paper can be found here: https://arxiv.org/abs/1909.09020

The (univariate timeseries) implementation here: https://github.com/vincent-leguen/DILATE

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