Issues

• Verify evals on Papers with Code

  cure-lab/LTSF-Linear#125 · Filter by author NielsRogge opened on Sep 14, 2026

• performance is worse than benchmark on RTX 5090, pytorch 2.9.0 on cuda 12.8

  cure-lab/LTSF-Linear#123 · Filter by author Wingtail opened on Dec 9, 2025
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• 关于论文结果复现

  cure-lab/LTSF-Linear#122 · Filter by author guilunmeibeautiful opened on Sep 7, 2025

• Forecasting time series data using gradient boosting method

  cure-lab/LTSF-Linear#121 · Filter by author edoardousai opened on Aug 21, 2025

• 关于指标的计算

  cure-lab/LTSF-Linear#120 · Filter by author Yokin0 opened on Jun 11, 2025

• 问题请教

  cure-lab/LTSF-Linear#118 · Filter by author lihua818 opened on Feb 10, 2025
  2

• i download you code, and run, find the etth1 96 48 96 mse = 0.426, not in paper 0.386. is it the environment issue?

  cure-lab/LTSF-Linear#117 · Filter by author iganggang opened on Nov 21, 2024

• exp_main.py里test()的这句代码preds.append(pred)导致内存泄漏

  cure-lab/LTSF-Linear#116 · Filter by author xiaolve opened on Aug 12, 2024

• time series deep NN transformers good or bad ?

  cure-lab/LTSF-Linear#115 · Filter by author Sandy4321 opened on Jul 12, 2024

• Using Custom Dataset with Different Input Lengths for Model

  cure-lab/LTSF-Linear#114 · Filter by author rozhix opened on Jul 9, 2024

• exp_main.py 148行 代码和163行代码不一致

  cure-lab/LTSF-Linear#113 · Filter by author NLP-CVAI opened on Jun 19, 2024
  2

• 在训练时，模型一直在跑，没有结果，日志也不更新，想请教一下可能的问题。

  cure-lab/LTSF-Linear#112 · Filter by author Dingyiddd opened on Jun 6, 2024
  2

• 想问一下为什么 use gpu = True 代码会跑的特别特别慢

  cure-lab/LTSF-Linear#111 · Filter by author RuiyuM opened on Apr 13, 2024

• 多特征预测

  cure-lab/LTSF-Linear#110 · Filter by author GardeniaYANG opened on Mar 19, 2024
  1

• How to find the exact hyperparameters (arguments passed to the script) to reproduce the results of transformers in Table 9 or 2

  cure-lab/LTSF-Linear#109 · Filter by author Saleh-Gholam-Zadeh opened on Jan 26, 2024

• Informer must except pred_len > 1

  cure-lab/LTSF-Linear#108 · Filter by author Hadar933 opened on Dec 24, 2023

• not able to reproduce the same results of NLinear

  cure-lab/LTSF-Linear#107 · Filter by author holderhe opened on Dec 13, 2023
  1

• Where can I see prediction results in csv format?

  cure-lab/LTSF-Linear#106 · Filter by author lynxhawk opened on Nov 30, 2023

• 关于half-ex.实验的一些疑问

  cure-lab/LTSF-Linear#105 · Filter by author ShunShunJun opened on Nov 22, 2023

• RuntimeError: Given groups=1, weight of size [512, 7, 3], expected input[32, 8, 770] to have 7 channels, but got 8 channels instead

  cure-lab/LTSF-Linear#104 · Filter by author ry-zakari opened on Nov 22, 2023

• Why no comparison to TFT?

  cure-lab/LTSF-Linear#98 · Filter by author asmaier opened on Sep 21, 2023

• Prediction Error: Found array expected dim 3. None expected <= 2.

  cure-lab/LTSF-Linear#95 · Filter by author Viile1 opened on Sep 8, 2023
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• Different results with the "Repeat" method

  cure-lab/LTSF-Linear#90 · Filter by author etidav opened on Aug 23, 2023
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• 请问能否进行回归预测？

  cure-lab/LTSF-Linear#89 · Filter by author Et6an opened on Aug 23, 2023
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• Three variants essentially the same model?

  cure-lab/LTSF-Linear#87 · Filter by author linfeng-du opened on Jul 17, 2023
  2