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add TEFN multivariate forecaster #3169

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ztxtech opened this issue May 17, 2024 · 0 comments
Open

add TEFN multivariate forecaster #3169

ztxtech opened this issue May 17, 2024 · 0 comments
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enhancement New feature or request

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@ztxtech
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ztxtech commented May 17, 2024

Description

It is recommended that add Time Evidence Fusion Network (TEFN) model from paper arxiv.

Time Evidence Fusion Network (TEFN) is a groundbreaking deep learning model designed for long-term time series forecasting. It integrates the principles of information fusion and evidence theory to achieve superior performance in real-world applications where timely predictions are crucial. TEFN introduces the Basic Probability Assignment (BPA) Module, leveraging fuzzy theory, and the Time Evidence Fusion Network to enhance prediction accuracy, stability, and interpretability.

References

  • Official implementation of TEFN GitHub
  • Paper: arxiv
@ztxtech ztxtech added the enhancement New feature or request label May 17, 2024
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