cure-lab/LTSF-Linear issues and pull requests

#118 - 问题请教

Issue - State: open - Opened by lihua818 9 days ago

#117 - 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?

Issue - State: open - Opened by iganggang 3 months ago

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

Issue - State: open - Opened by xiaolve 6 months ago

#115 - time series deep NN transformers good or bad ?

Issue - State: open - Opened by Sandy4321 7 months ago

#114 - Using Custom Dataset with Different Input Lengths for Model

Issue - State: open - Opened by rozhix 8 months ago

#113 - exp_main.py 148行代码和163行代码不一致

Issue - State: open - Opened by NLP-CVAI 8 months ago - 1 comment

#112 - 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。

Issue - State: open - Opened by Dingyiddd 9 months ago - 2 comments

#111 - 想问一下为什么 use gpu = True 代码会跑的特别特别慢

Issue - State: open - Opened by RuiyuM 10 months ago

#110 - 多特征预测

Issue - State: open - Opened by GardeniaYANG 11 months ago - 1 comment

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

Issue - State: open - Opened by Saleh-Gholam-Zadeh about 1 year ago

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

Issue - State: open - Opened by Saleh-Gholam-Zadeh about 1 year ago

#108 - Informer must except pred_len > 1

Issue - State: open - Opened by Hadar933 about 1 year ago

#107 - not able to reproduce the same results of NLinear

Issue - State: open - Opened by holderhe about 1 year ago - 1 comment

#106 - Where can I see prediction results in csv format?

Issue - State: open - Opened by lynxhawk about 1 year ago

#105 - 关于half-ex.实验的一些疑问

Issue - State: open - Opened by ShunShunJun about 1 year ago

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

Issue - State: open - Opened by ry-zakari about 1 year ago

#103 - Dont use Decode layer in DLinear model

Issue - State: closed - Opened by moghadas76 over 1 year ago - 1 comment

#102 - What is the usage of the line?

Issue - State: closed - Opened by moghadas76 over 1 year ago - 1 comment

#101 - exp_main.py的163行多传入了batch_y

Issue - State: closed - Opened by nnstake over 1 year ago - 2 comments

#100 - Input lenth for linear 96 or 336?

Issue - State: closed - Opened by gedizxc over 1 year ago

#99 - 请问输入-model为Autoformer后为什么会报错

Issue - State: closed - Opened by lzb0854 over 1 year ago - 1 comment

#98 - Why no comparison to TFT?

Issue - State: open - Opened by asmaier over 1 year ago

#97 - Update packaging

Pull Request - State: open - Opened by mahdilamb over 1 year ago

#96 - the kernel size setting for the Series decomposition block

Issue - State: closed - Opened by rdyan0053 over 1 year ago - 4 comments

#95 - Prediction Error: Found array expected dim 3. None expected <= 2.

Issue - State: open - Opened by Viile1 over 1 year ago - 2 comments

#94 - 预测的时间序列有缺失值处理

Issue - State: closed - Opened by lizhuoq over 1 year ago

#93 - 关于Stat_model是否能放在GPU运行的问题

Issue - State: closed - Opened by fengqsam over 1 year ago - 1 comment

#92 - how to set the `enc_in` in DLinear?

Issue - State: closed - Opened by rdyan0053 over 1 year ago - 1 comment

#91 - 关于Half-Ex实验的疑问

Issue - State: closed - Opened by yuanvq over 1 year ago - 2 comments

#90 - Different results with the "Repeat" method

Issue - State: open - Opened by etidav over 1 year ago - 3 comments

#89 - 请问能否进行回归预测？

Issue - State: open - Opened by Et6an over 1 year ago - 2 comments

#88 - 归一化计算MSE

Issue - State: closed - Opened by houliping over 1 year ago - 1 comment

#87 - Three variants essentially the same model?

Issue - State: open - Opened by linfeng-du over 1 year ago - 2 comments

#86 - 【Look-back window size in LongForecast task】 and 【Accumulative error】

Issue - State: closed - Opened by CXL-edu over 1 year ago - 1 comment

#85 - Confusion regarding the indexing of data labels!!!!!

Issue - State: closed - Opened by XZXSean over 1 year ago - 1 comment

#84 - Can existing LTSF-Transformers preserve temporal order well?

Issue - State: closed - Opened by zhizhuaa over 1 year ago - 1 comment

#83 - TypeError: expected str, bytes or os.PathLike object, not NoneType

Issue - State: closed - Opened by Med-Rokaimi over 1 year ago - 1 comment

#82 - Error ValueError: len() should return >= 0

Issue - State: open - Opened by Med-Rokaimi over 1 year ago - 2 comments

#81 - 如何对自己的数据集进行预处理并在此模型中训练？

Issue - State: open - Opened by xupinga over 1 year ago - 4 comments

#80 - Pre-processing of electricity.csv?

Issue - State: closed - Opened by Mark-Lowell over 1 year ago - 2 comments

#79 - DLinear如何进行反归一化

Issue - State: closed - Opened by wenrutong over 1 year ago - 6 comments

#78 - Issue running experiments with Naive model

Issue - State: closed - Opened by wellisonraul over 1 year ago - 1 comment

#77 - label_len

Issue - State: closed - Opened by ReemShalaata almost 2 years ago - 1 comment

#76 - 结果复现不一致

Issue - State: closed - Opened by Chenyue2436 almost 2 years ago - 6 comments

#75 - LogTrans Implementation

Issue - State: closed - Opened by linfeng-du almost 2 years ago - 1 comment

#74 - 关于结果

Issue - State: closed - Opened by SimyokH almost 2 years ago - 2 comments

#73 - 比较的输入长度问题

Issue - State: closed - Opened by huangsiyuan924 almost 2 years ago - 2 comments

#72 - 关于log的生成

Issue - State: closed - Opened by rookieonebin almost 2 years ago - 1 comment

#71 - @mixiancmx sir, in training using run_longexp.py, the freq parameter has no effect on the results, I got same results by freq='5h', freq='h', freq='5min' on ADAUSDT dataset which has time index of 5min. Please if you could guide and provide any explanation!

Issue - State: open - Opened by Arslan-Mehmood1 almost 2 years ago - 4 comments

#70 - Misplace benchmark for NLinear and DLinear compared to paper.

Issue - State: closed - Opened by ginofft almost 2 years ago - 5 comments

#69 - 关于数据长度

Issue - State: closed - Opened by SimyokH almost 2 years ago - 1 comment

#68 - 关于结果

Issue - State: closed - Opened by SimyokH almost 2 years ago - 1 comment

#67 - where to download exchange_rate.csv?

Issue - State: closed - Opened by mw66 almost 2 years ago - 2 comments

#66 - How to get started? Could any expert please guide

Issue - State: closed - Opened by Arslan-Mehmood1 almost 2 years ago - 1 comment

#65 - 关于Informer模型的问题

Issue - State: closed - Opened by chendingyan almost 2 years ago - 1 comment

#64 - normalization of the inputs

Issue - State: closed - Opened by ramankhurana almost 2 years ago - 1 comment

#63 - N-Linear and D-Linear: Multi-Horizon or Autoregressive?

Issue - State: closed - Opened by baniasbaabe almost 2 years ago - 1 comment

#62 - About input data

Issue - State: closed - Opened by morestart almost 2 years ago - 1 comment

#61 - About input length of LTSF-Linear

Issue - State: closed - Opened by yzhHoward almost 2 years ago - 3 comments

#60 - 关于--model_id

Issue - State: closed - Opened by Ouyyyu almost 2 years ago - 5 comments

#59 - 线程报错/tuple index out of range

Issue - State: closed - Opened by zhangdongliang123-tyut almost 2 years ago - 5 comments

#58 - Comparisons are not consistent across different batch sizes

Issue - State: closed - Opened by rajatsen91 almost 2 years ago - 4 comments

#57 - Why the model is not working with different seq_len and pred_len?

Issue - State: closed - Opened by tanwimallick almost 2 years ago - 4 comments

#56 - How to predict a single target with multivariables?

Issue - State: closed - Opened by cybisolated almost 2 years ago - 4 comments

#55 - scripts/EXP-LongForecasting/Stat_Long.sh is not executable

Issue - State: closed - Opened by xiao-he almost 2 years ago - 1 comment

#54 - comparison of results

Issue - State: closed - Opened by ramankhurana almost 2 years ago - 14 comments

#53 - Error in "scripts/EXP-LongForecasting/Linear/univariate/etth2.sh"

Issue - State: closed - Opened by xiao-he almost 2 years ago - 4 comments

#52 - start a new process before the current process

Issue - State: closed - Opened by Aliweka2020 almost 2 years ago - 2 comments

#51 - 关于MS

Issue - State: closed - Opened by luoxia-wen almost 2 years ago - 2 comments

#50 - where are the shuf. and half-Ex code for input sequence?

Issue - State: closed - Opened by MythosAd almost 2 years ago - 1 comment

#49 - Question about short-time prediction

Issue - State: closed - Opened by christincha almost 2 years ago - 4 comments

#48 - RuntimeError

Issue - State: closed - Opened by mieya almost 2 years ago - 1 comment

#47 - Calculation of metric when features type is M

Issue - State: closed - Opened by mao-ym almost 2 years ago - 1 comment

#46 - run_stat results are the same?

Issue - State: open - Opened by Jeffrey-JDong almost 2 years ago - 3 comments

#45 - FEDformer

Issue - State: closed - Opened by mieya almost 2 years ago - 2 comments

#44 - Cannot reproduce the paper results with some datasets

Issue - State: closed - Opened by LittleTigger-alpha about 2 years ago - 1 comment

#43 - Missing citation

Issue - State: closed - Opened by baniasbaabe about 2 years ago - 1 comment

#42 - Improvements for training and predictions

Pull Request - State: closed - Opened by dimileeh about 2 years ago - 2 comments

#41 - 关于MS multivariate predict univariate

Issue - State: closed - Opened by chendingyan about 2 years ago - 3 comments

#40 - output_attention参数意味着什么呢？

Issue - State: closed - Opened by chendingyan about 2 years ago - 2 comments

#39 - Cannot reproduce the paper results with the exchange_rate dataset

Issue - State: closed - Opened by oguiza about 2 years ago - 3 comments

#38 - RuntimeError: start a new process before the current process has finished its bootstrapping phase.

Issue - State: closed - Opened by noreplacementfordisplacement about 2 years ago - 4 comments

#37 - A question about reprocuctive results on FEDformer

Issue - State: closed - Opened by maxwell-five about 2 years ago - 2 comments

#36 - label-len

Issue - State: closed - Opened by peterochek about 2 years ago

#35 - Not GPU optimal code

Issue - State: closed - Opened by FerranAgulloLopez about 2 years ago - 1 comment

#34 - 恭喜恭喜

Issue - State: closed - Opened by Zero-coder about 2 years ago - 1 comment

#33 - A question about reprocuctive results on ETT dataset

Issue - State: closed - Opened by Jason7282 about 2 years ago - 5 comments

#32 - A small question about run Autoformer

Issue - State: closed - Opened by ytzfhqs about 2 years ago - 2 comments

#31 - Inquiry about the experiment setting of ETTm2

Issue - State: closed - Opened by LyapunovStability about 2 years ago - 1 comment

GitHub / cure-lab/LTSF-Linear issues and pull requests