ES-RNN-Pytorch

This is a work in progress Pytorch implementation of the recently proposed ES-RNN by Slawek Smyl, winner of the M4 competition (by leanderloew)
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ES-RNN-Pytorch reviews and mentions

Posts with mentions or reviews of ES-RNN-Pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-01.
  • Statistical vs. Deep Learning forecasting methods
    3 projects | news.ycombinator.com | 1 Dec 2022
    Hmmm. A bit strange there is already a M4 competition where a deep learning model won. I know because I reimplemented it as a toy version in python here: https://github.com/leanderloew/ES-RNN-Pytorch

    It was actually very cool because the model was a melt of exponential smoothing and dl.

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about 5 years ago

The primary programming language of ES-RNN-Pytorch is Jupyter Notebook.

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