duckbill / DeepAR-torch

This is a pytorch version of DeepAR.

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DeepAR-torch

This is a pytorch-based implementation of DeepAR (DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks).

Based on the works of TimeSeries, this implementation is developed to provide more easy-reading API for training and testing single variable as well as multi-variable time sries.

Authors:

  • Xinze Zhang (Xinze@hust.edu.cn) - Huazhong University of Science and Technology.
  • Acknowledgement: Thanks, Yunkai Zhang, Qiao Jianga, and Xueying Ma who are the authors of TimeSeries.

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This is a pytorch version of DeepAR.

License:Apache License 2.0


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Language:Python 100.0%