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ddz16
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TSFpaper
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
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Add a new toolbox PyPOTS
#36
ztxtech
closed
3 weeks ago
0
Add paper
#35
HALF111
closed
1 month ago
2
unofficial C-Mamba code
#34
mxchinegod
closed
2 months ago
1
New paper for generation model
#33
Zhaohr1990
closed
3 months ago
1
Update README.md
#32
crishna0401
closed
3 months ago
0
[Timer] Title change
#31
WenWeiTHU
closed
3 months ago
1
Update Lag-Llama code link
#30
ashok-arjun
closed
3 months ago
0
Add Paper Interpretation of SparseTSF
#29
lss-1138
closed
4 months ago
0
Time series model fusion
#28
Caelyn-gao
closed
3 months ago
2
SAMformer presentation link added
#27
romilbert
closed
4 months ago
0
[TO REVIEW] Update readme.md as SAMformer, ICML 2024 is a multivariate method, not univariate.
#26
ambroiseodt
closed
4 months ago
0
Update README.md
#25
samrajput1143
closed
4 months ago
1
Fix model type error for 'TEFN'
#24
ztxtech
closed
4 months ago
0
Add 'TEFN' Model
#23
ztxtech
closed
4 months ago
0
Add Article
#22
zzkkzz
closed
4 months ago
1
Add Code
#21
zzkkzz
closed
4 months ago
1
Adding MoLE paper
#20
RogerNi
closed
6 months ago
0
Update README.md with link to Moirai code.
#19
gorold
closed
6 months ago
0
Add Code
#18
OneStep758
closed
7 months ago
1
[SageFormer] Add Code
#17
kwan-0915
closed
7 months ago
1
Add paper
#16
wengwenchao123
closed
7 months ago
1
Code of "Periodicity Decoupling Framework for Long-term Series Forecasting"
#15
Hank0626
closed
7 months ago
1
Add the code of SegRNN
#14
lss-1138
closed
7 months ago
0
Adding paper "Self-Supervised Learning in Event Sequences: A Comparative Study and Hybrid Approach of Generative Modeling and Contrastive Learning"
#13
VityaVitalich
closed
8 months ago
0
A suggestion to add a pre-training method article
#12
realwangjiahao
closed
9 months ago
1
NeurIPS 2023 Soptlight WITRAN
#11
shenzekai
closed
10 months ago
1
Conformer
#10
dn1ftya
closed
10 months ago
2
TSDiff code
#9
zzkkzz
closed
10 months ago
1
Add paper
#8
943fansi
closed
11 months ago
1
Official implementation of iTransformer
#7
WenWeiTHU
closed
11 months ago
1
Update README.md
#6
ronzhou
closed
11 months ago
0
Add a tag for whether the design supports global forecasting (or only local)
#5
zacps
closed
11 months ago
1
Add Better Batch
#4
ashok-arjun
closed
1 year ago
1
Add code for wavebound
#3
943fansi
closed
1 year ago
1
Paper missing in 2021
#2
erasmeyu
closed
1 year ago
1
TSF vs TSC
#1
rdyan0053
closed
1 year ago
2