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YoZhibo / MSGNet

MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
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FFT计算出的scale为什么没有传入ScaleGraphBlock模块，来实现论文中的Multi-scale Adaptive Graph Convolution #12

Closed pipiccsam closed 1 month ago

pipiccsam commented 1 month ago

2024-07-15_171027

Why is the scale calculated by the FFT not passed into the ScaleGraphBlock module to implement the Multi-scale Adaptive Graph Convolution in the paper

FFT计算出的scale为什么没有传入ScaleGraphBlock模块，来实现论文中的Multi-scale Adaptive Graph Convolution

YoZhibo commented 1 month ago

您好，感谢关注。scale处于ScaleGraphBlock中，我们认为不同graph在这个过程中施加给了不同的scale，使模型能够学习到多尺度信息。