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  1. Neural networks made easy (Part 89): Frequency Enhanced Decomposition Transformer (FEDformer)

    by , 11-26-2024 at 11:54 AM
    Long-term forecasting of time series is a long-standing problem in solving various applied problems. Transformer-based models show promising results. However, high computational complexity and memory requirements make it difficult to use the Transformer for modeling long sequences. This has given rise to numerous studies devoted to reducing computational costs of the Transformer algorithm.
    Despite the progress made by Transformer-based time series forecasting methods based, in some cases
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