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DaoSword / Time-Series-Forecasting-and-Deep-Learning

Resources about time series forecasting and deep learning.
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Add paper #4

Closed 943fansi closed 1 year ago

943fansi commented 1 year ago
  1. Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series Code https://github.com/duongtrung/time-series-temporal-saliency-patterns
  2. First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting Code https://github.com/xiyuanzh/gluonts/tree/tdformer/src/gluonts/nursery/TDformer
  3. Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting Code https://github.com/slaweks17/ES-adRNN-with-Context
DaoSword commented 1 year ago

The three papers added. Good job and happy new year! @943fansi