Issues

• Optional TRAIN-only validation split for classification

  thuml/Time-Series-Library#859 · Filter by author appleweiping opened on Sep 26, 2026

• 时间有隔断怎么处理，比如每天有8个小时是没有数据的

  thuml/Time-Series-Library#855 · Filter by author cutoutsy opened on Jul 6, 2026

• 排行榜标准问题

  thuml/Time-Series-Library#854 · Filter by author Luo-Wenqiang opened on Jun 22, 2026

• [Enhancement] Add Temporal Patch Shuffle (TPS) augmentation for forecasting and classification

  thuml/Time-Series-Library#852 · Filter by author jafarbakhshaliyev opened on Apr 15, 2026
  1

• Dataset_M4 数据读取有 bug

  thuml/Time-Series-Library#850 · Filter by author linxi1158 opened on Apr 14, 2026
  2

• 📋 Documentation Enhancement Suggestion

  thuml/Time-Series-Library#848 · Filter by author croviatrust opened on Mar 29, 2026

• 长时间预测训练效果不及预期

  thuml/Time-Series-Library#847 · Filter by author KiligXiao opened on Mar 25, 2026
  2

• Timemixer的通道独立问题

  thuml/Time-Series-Library#846 · Filter by author yangmingji26 opened on Mar 23, 2026

• data_provider的shuffle_flag

  thuml/Time-Series-Library#843 · Filter by author Daerduo0610 opened on Mar 16, 2026

• PatchTST/TSMixer scripts/configs differ from official paper implementation.

  thuml/Time-Series-Library#838 · Filter by author Birmjune opened on Mar 3, 2026

• Proposal: Adding T1 (ICLR 2026) to the Library

  thuml/Time-Series-Library#837 · Filter by author Oppenheimerdinger opened on Mar 2, 2026

• weather重复时间戳

  thuml/Time-Series-Library#833 · Filter by author Count-Kuku opened on Feb 4, 2026

• 关于zero-shot与finetune

  thuml/Time-Series-Library#832 · Filter by author yuyuanzi-hub opened on Feb 2, 2026

• Data leakage for imputation task

  thuml/Time-Series-Library#819 · Filter by author thongtruongpbc opened on Jan 9, 2026

• 数据泄露风险

  thuml/Time-Series-Library#816 · Filter by author DaZhu520 opened on Jan 8, 2026
  2

• 本地多次实验数据一致，但无法复现论文的数据,有的更好。超参数？

  thuml/Time-Series-Library#809 · Filter by author Zhangquan-se opened on Dec 22, 2025

• Imputation - Timesnet vs NonStationaryTransformer

  thuml/Time-Series-Library#775 · Filter by author omkar-334 opened on Sep 11, 2025
  1

• 异常检测结果复现对不上

  thuml/Time-Series-Library#759 · Filter by author FireAngelx opened on Jul 30, 2025
  3

• Validation of Model Implementations Against Original Sources

  thuml/Time-Series-Library#705 · Filter by author william1599 opened on Apr 4, 2025

• Inclusion of NBEATS model

  thuml/Time-Series-Library#700 · Filter by author rahulpremani opened on Mar 28, 2025

• Results mismatch when try run using MPS

  thuml/Time-Series-Library#677 · Filter by author frank142857 opened on Feb 14, 2025
  1

• Some suggestions for requirement version up & multi-gpu experiment

  thuml/Time-Series-Library#671 · Filter by author yoom618 opened on Feb 5, 2025
  4

• m1pro上使用gpu_type='mps' 报错

  thuml/Time-Series-Library#625 · Filter by author MonkeyMrge opened on Dec 19, 2024
  1

• python package local-attention release 1.9.15 causes ModuleNotFoundError: No module named 'torch.amp'

  thuml/Time-Series-Library#524 · Filter by author yitaochen opened on Sep 6, 2024
  6

• Will you include S4 and other state-space models in your benchmark?

  enhancement
  thuml/Time-Series-Library#521 · Filter by author voorhs opened on Sep 2, 2024
  1