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probsparse-attention

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WJLGraph / informer-

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Informer2020 无阉割分步复现：官方 Jupyter 版拆解为 .py 工程，ProbSparse Attention + 生成式解码，ETTh1 滑窗预测（seq96 / label48 / pred24），「6 轮早停 vs 30 轮不早停」对照实验定量验证早停价值（测试 R² 0.77 vs 0.45），踩坑与调参笔记全程留痕。

python machine-learning deep-learning time-series pytorch transformer forecasting reproducibility informer time-series-forecasting long-sequence etth1 probsparse-attention
  • Updated Jan 22, 2026
  • Python

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