thuml/Large-Time-Series-Model
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
PythonMIT
Issues
- 0
Timer-XL code?
#44 opened by 14jrojas - 0
为什么Timer是Decoder-only的?
#43 opened by Greek-Guardian - 4
how dese Timer-XL do multivariate time series forecasting and covariate-informed time series forecasting
#40 opened by veelion - 4
变周期时预测效果退化为均值预测
#41 opened by mklpr - 0
特定数据上面做few shot需要什么样的算力
#42 opened by qiusuor - 0
可变输入输出,多维预测单维情形
#39 opened by XIANZHAOGUO - 2
- 1
About anomaly detection。
#36 opened by ANopony - 4
are pretrained models available?
#29 opened by wendlerc - 1
补充下入门使用教程文档
#28 opened by xujiesh0510 - 1
- 2
- 1
Performance compare with TimeGPT?
#33 opened by qiusuor - 5
Zero-shot performance is not reproduceable
#32 opened by MogicianXD - 1
About '--Inverse'
#31 opened by NoBugNoErrorNoWarning - 1
two questions about timer
#27 opened by zxl696 - 5
forecast about autoregression
#9 opened by reoml - 2
Question about finetune loss
#24 opened by falling-into-you - 0
Are only previous and no later data used in inputation and anomaly detection?
#30 opened by Sepulchar - 6
About anomaly detection
#35 opened by PoleGeogry - 2
If I have time points less than 672 with only 580, is that possbile to predict with Timer?
#22 opened by gjfdklfjd - 2
- 2
Decoder-only or Encoder-only
#23 opened by ZChaowen - 3
TIMER-XL
#18 opened by Harryx2019 - 1
where is the 'dataset' mudule
#25 opened by tribeband - 2
Questions about patch length and augmentation
#20 opened by dyhan316 - 1
Regarding the pre-training weight parameters.
#16 opened by ooooooover - 1
关于single-series sequence(S3)的疑问
#21 opened by mike-egg123 - 1
finetune on my dataset
#19 opened by zxl696 - 1
Data scaling Issue
#14 opened by ngupta-slb - 2
How to custom own dataset
#13 opened by Sample-design-alt - 2
Zero-shot forcasting
#15 opened by zhajiahe - 1
classification
#17 opened by xsd1 - 3
How to pretrain a Timer model?
#12 opened by lukc12138 - 2
pre-training
#7 opened by Harryx2019 - 2
方便通过 Tsinghua Cloud 分享一下UTSD数据集吗?
#5 opened by dawnvince - 1
- 1
loading fine tuned model
#10 opened by dialuser - 1
Zero-shot forecasting without training
#6 opened by ozanbarism - 1
Question on the exp_forecast test()
#11 opened by dialuser - 1
- 1
- 1
- 3
A bug in run.py
#3 opened by TobyYang7