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  1. FourierGNN FourierGNN Public

    Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"

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  2. FilterNet FilterNet Public

    Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"

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  3. FreTS FreTS Public

    Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"

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    Neural Time Series Analysis with Fourier Transform: A Survey

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    Official implementation of the paper "Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting".

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  6. MedGNN MedGNN Public

    Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".

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