thuml/Time-Series-Library issues and pull requests

#599 - The treatment of model inputs in the short-term series forecasting framework (self.model(batch_x, None, dec_inp, None)), and the accuracy of the TimesNet model at multiple inputs and single outputs (MS).

Issue - State: open - Opened by StorywithLove about 20 hours ago

#598 - 关于数据集处理的问题

Issue - State: closed - Opened by Halthward about 21 hours ago - 2 comments

#597 - UniTS claims to beat ITransformer, PatchTST, TimesNet. Why is it not on leaderboard?

Issue - State: closed - Opened by arc-arnob 1 day ago - 1 comment

#596 - so, how to transform inversely to compare the result?

Issue - State: closed - Opened by skmanzg 1 day ago - 1 comment

#595 - Difference in FFN Implementation Between Official PatchTST Repo and Reimplementation

Issue - State: open - Opened by Ironieser 4 days ago

#594 - Request for Hyperparameter Search Details

Issue - State: closed - Opened by knutjstr 5 days ago - 1 comment

#593 - 滑动窗口移动多少步长

Issue - State: closed - Opened by Chuan112233 6 days ago - 2 comments

#592 - Error in UEA data classification: Can't pickle local object 'data_provider.<locals>.<lambda>'

Issue - State: closed - Opened by fritter-lada 8 days ago - 1 comment

#591 - Custom Dataset

Issue - State: closed - Opened by EternalConfession 8 days ago - 1 comment

#590 - Changes

Pull Request - State: closed - Opened by ZhangJL16 11 days ago

#589 - 目前tslib中都是96步回望与部分预设脚本，后续是否会有超参搜索和自动调参？

Issue - State: closed - Opened by bursonz 12 days ago - 2 comments

#588 - fix bugs according to issues #534 #535

Pull Request - State: closed - Opened by Musongwhk 15 days ago - 1 comment

#587 - stale pr

Pull Request - State: closed - Opened by 82anonymous42 16 days ago

#586 - 求教，自定义数据集如何选取label,seq,pre_len

Issue - State: closed - Opened by ziyusnow 17 days ago - 1 comment

#586 - 求教，自定义数据集如何选取label,seq,pre_len

Issue - State: closed - Opened by ziyusnow 17 days ago - 1 comment

#585 - Itransformer integration

Pull Request - State: closed - Opened by knutjstr 18 days ago - 1 comment

#584 - 关于异常检测的test逻辑

Issue - State: closed - Opened by njy17 23 days ago - 2 comments

#584 - 关于异常检测的test逻辑

Issue - State: closed - Opened by njy17 23 days ago - 2 comments

#583 - Examples of settings for large models.

Issue - State: closed - Opened by pskucherov 24 days ago - 1 comment

#583 - Examples of settings for large models.

Issue - State: closed - Opened by pskucherov 24 days ago - 1 comment

#582 - Questions about using the model after training

Issue - State: closed - Opened by pskucherov 24 days ago - 1 comment

#582 - Questions about using the model after training

Issue - State: closed - Opened by pskucherov 24 days ago - 1 comment

#581 - add EPF dataset to Google Drive

Issue - State: closed - Opened by koukouer 26 days ago - 1 comment

#581 - add EPF dataset to Google Drive

Issue - State: closed - Opened by koukouer 26 days ago - 1 comment

#580 - Can TimeXer handle classification tasks?

Issue - State: closed - Opened by weidaolee 28 days ago - 1 comment

#580 - Can TimeXer handle classification tasks?

Issue - State: closed - Opened by weidaolee 28 days ago - 1 comment

#579 - add TimeXer

Pull Request - State: closed - Opened by wang-lucy 30 days ago - 1 comment

#579 - add TimeXer

Pull Request - State: closed - Opened by wang-lucy 30 days ago - 1 comment

#578 - 目标变量会作为输入吗？

Issue - State: closed - Opened by Chuan112233 about 1 month ago - 1 comment

#578 - 目标变量会作为输入吗？

Issue - State: closed - Opened by Chuan112233 about 1 month ago - 1 comment

#577 - TimesNet在插值模式下运行中的bug

Issue - State: closed - Opened by John-McCartney about 1 month ago - 2 comments

#577 - TimesNet在插值模式下运行中的bug

Issue - State: closed - Opened by John-McCartney about 1 month ago - 2 comments

#576 - The images in test_desult differ significantly from the actual values

Issue - State: closed - Opened by htWANG-C about 1 month ago - 1 comment

#576 - The images in test_desult differ significantly from the actual values

Issue - State: closed - Opened by htWANG-C about 1 month ago - 1 comment

#575 - Getting NaN Train and Vali Loss with classification models

Issue - State: closed - Opened by kikoyuan about 1 month ago - 1 comment

#575 - Getting NaN Train and Vali Loss with classification models

Issue - State: closed - Opened by kikoyuan about 1 month ago - 1 comment

#574 - Some questions about the arguments

Issue - State: closed - Opened by dyhan316 about 1 month ago - 2 comments

#574 - Some questions about the arguments

Issue - State: closed - Opened by dyhan316 about 1 month ago - 2 comments

#573 - some issues with exp_basic

Issue - State: closed - Opened by zzm-tech about 1 month ago

#573 - some issues with exp_basic

Issue - State: closed - Opened by zzm-tech about 1 month ago

#572 - add method PAttn

Pull Request - State: closed - Opened by hvlgo about 1 month ago - 1 comment

#572 - add method PAttn

Pull Request - State: closed - Opened by hvlgo about 1 month ago - 1 comment

#571 - Are there any multimodal neural networks for time-series?

Issue - State: closed - Opened by tueboesen about 1 month ago - 2 comments

#571 - Are there any multimodal neural networks for time-series?

Issue - State: closed - Opened by tueboesen about 1 month ago - 2 comments

#570 - Regarding classification tasks, how to match predicted labels with real labels.

Issue - State: closed - Opened by xiyangyang99 about 1 month ago - 3 comments

#569 - How the dataset is handled for anomaly detection

Issue - State: closed - Opened by REC4966 about 1 month ago - 1 comment

#569 - How the dataset is handled for anomaly detection

Issue - State: closed - Opened by REC4966 about 1 month ago - 1 comment

#568 - Bug:Tuple out of index error when use custom datasets in run_augmentation_single function

Issue - State: closed - Opened by YSAA1 about 1 month ago - 3 comments

#567 - What is the meaning of 'model_id'? / Using this model in Colab

Issue - State: closed - Opened by P-JuNYeonG about 1 month ago - 2 comments

#567 - What is the meaning of 'model_id'? / Using this model in Colab

Issue - State: closed - Opened by P-JuNYeonG about 1 month ago - 2 comments

#566 - Problems achieving good results with the library

Issue - State: closed - Opened by marvintnk about 1 month ago - 2 comments

#566 - Problems achieving good results with the library

Issue - State: closed - Opened by marvintnk about 1 month ago - 2 comments

#565 - Support for PathFormer?

Issue - State: closed - Opened by dyhan316 about 1 month ago - 4 comments

#564 - 复现出现问题

Issue - State: closed - Opened by DirectorZ1 about 1 month ago - 6 comments

#563 - 复现代码出现问题

Issue - State: closed - Opened by DirectorZ1 about 1 month ago - 3 comments

#562 - 作者您好，使用自己数据集，然后数据只有三个月，会出现报错，如果使用两年的数据就没有问题，应该在哪个地方修改呢？

Issue - State: closed - Opened by klayc-gzl about 2 months ago - 2 comments

#561 - 异常检测的测试代码存在bug

Issue - State: closed - Opened by caixd-220529 about 2 months ago - 3 comments

#560 - Minimum input/output length restriction causing AssertionError with DeepSpeed

Issue - State: closed - Opened by jialianchen about 2 months ago - 1 comment

#559 - 分类任务的数据集

Issue - State: closed - Opened by WenSan-2001 about 2 months ago - 1 comment

#558 - Models with exogenous data

Issue - State: closed - Opened by william1599 about 2 months ago - 1 comment

#557 - 长时间序列预测任务如何使用训练好的模型进行推理

Issue - State: closed - Opened by klayc-gzl about 2 months ago - 2 comments

#556 - Test Methods

Issue - State: closed - Opened by ZTbreeder about 2 months ago - 1 comment

#555 - What does "label length" mean and what is the role of 'seq_y' in your dataloader?

Issue - State: closed - Opened by WilliamLwj about 2 months ago - 1 comment

#554 - bug in run.py

Issue - State: closed - Opened by kongqi404 about 2 months ago - 1 comment

#553 - #bugfix: short_term_forecasting module data processing type

Pull Request - State: closed - Opened by DigitalLifeYZQiu about 2 months ago

#552 - torch.linalg.lstsq is not available in this environment, as it was only introduced in torch version 1.9.0.

Issue - State: closed - Opened by LETUSFLYLPF 2 months ago

#551 - TimeXer的开源时间

Issue - State: closed - Opened by koukouer 2 months ago - 1 comment

#550 - 输入张量的形状注释

Issue - State: closed - Opened by aanxud888 2 months ago - 1 comment

#549 - RuntimeError: The expanded size of the tensor (3) must match the existing size (4) at non-singleton dimension 1. Target sizes: [5000, 3]. Tensor sizes: [5000, 4]

Issue - State: closed - Opened by wtt6668888 2 months ago - 2 comments

#548 - #bugfix: Mamba model_dict quotation error

Pull Request - State: closed - Opened by DigitalLifeYZQiu 2 months ago

#547 - bug in "exp/exp_basic.py"

Issue - State: closed - Opened by yangJieee 2 months ago - 1 comment

#546 - On using ETT for short-term forecasting

Issue - State: closed - Opened by lc7335 2 months ago - 1 comment

#545 - # forecasting 运行，GPU崩溃

Issue - State: closed - Opened by zhaoyang-coder 2 months ago - 1 comment

#544 - Fix Indexing Issue in exp_long_term_forecasting when using --output_attentions

Pull Request - State: closed - Opened by BenjaminRedhead 2 months ago - 1 comment

#543 - 能否公开使用PatchTST进行时间序列异常检测的shell脚本，或者训练时使用的模型参数？

Issue - State: closed - Opened by caixd-220529 2 months ago - 1 comment

#542 - Issue with output_attention argument in Long term forecasting

Issue - State: closed - Opened by BenjaminRedhead 2 months ago - 3 comments

#541 - [Possible bug] Issue with M4 dataset inverse transform

Issue - State: closed - Opened by NamburiSrinath 2 months ago - 1 comment

#540 - Regarding the custom dataset CSV, there are data format issues in the train-loader for classification tasks.

Issue - State: closed - Opened by xiyangyang99 2 months ago - 2 comments

#539 - fix bugs according to issues #524

Pull Request - State: closed - Opened by Musongwhk 2 months ago

#538 - Test on Ascend 910B

Issue - State: closed - Opened by onejune2018 2 months ago - 1 comment

#537 - 关于long-term-forecasting训练中的val loss、test loss可能有误的问题

Issue - State: closed - Opened by shiwt03 2 months ago - 1 comment

#536 - Win 10 with Nvidia GPU, env: Python 3.11+ Torch>=2.0.0 + PyTorch-Cuda>= 11.0, run.py works with GPU mode

Issue - State: closed - Opened by rendezvoush 2 months ago - 1 comment

#535 - could not use multiple gpus in MICN

Issue - State: closed - Opened by holderhe 2 months ago - 3 comments

#534 - FEDFormer block error

Issue - State: closed - Opened by Nutingnon 2 months ago - 4 comments

#533 - fix bugs according to issues #529 #516

Pull Request - State: closed - Opened by Musongwhk 3 months ago - 1 comment

#532 - 评估指标问题

Issue - State: closed - Opened by Chuan112233 3 months ago - 2 comments

#531 - Add SCINet

Pull Request - State: closed - Opened by Musongwhk 3 months ago - 1 comment

#530 - 你好，在关于长时间序列预测问题的代码复现过程中，我在TimesNet获得结果与论文相差不大，但是PatchTST与TimeMixer

Issue - State: closed - Opened by 1272388611github 3 months ago - 1 comment

#529 - Errors in layers/ETSformer_EncDec.py

Issue - State: closed - Opened by XiaoJia849 3 months ago - 1 comment

#528 - 维度不匹配

Issue - State: closed - Opened by MR-HOLO 3 months ago - 1 comment

#527 - bash /scripts/short_term_forecast/M4/xxx.sh

Issue - State: closed - Opened by rbm123456 3 months ago - 1 comment

#526 - Errors occurred while running several scripts under /script/classification: TimesNet.sh, Transformer.sh

Issue - State: closed - Opened by amszwolf 3 months ago - 1 comment

#525 - UnicodeDecodeError: 'gbk' codec can't decode byte 0xb8 in position 4507: illegal multibyte sequence

Issue - State: closed - Opened by MR-HOLO 3 months ago - 1 comment

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

Issue - State: open - Opened by yitaochen 3 months ago - 5 comments

#523 - #bugfix: Augmentation code fixing

Pull Request - State: closed - Opened by DigitalLifeYZQiu 3 months ago - 1 comment

#522 - 用了clamp，评估指标没有提升

Issue - State: closed - Opened by Chuan112233 3 months ago - 1 comment

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

Issue - State: open - Opened by voorhs 3 months ago - 1 comment
Labels: enhancement

GitHub / thuml/Time-Series-Library issues and pull requests