t8115's Stars
Lvchangze/SeqSNN
ICML 2024, Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
bhaskatripathi/GWOSVR
Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)
remigenet/TKAN
TKAN: Temporal Kolmogorov-Arnold Networks
Levi-Ackman/Leddam
[ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling".
panzijie825/S2IP-LLM
Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"
li-lab-mcgill/BiTimelyGPT
Code for the paper "Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation Learning"
SJTU-DMTai/LIFT
The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.
Keytoyze/VisionTS
Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".
AdityaLab/FOIL
leejoonhun/daf
Unofficial PyTorch implementation of Domain Adaptation Forecaster
JIANGYUE61610306/SAGDFN
This is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting
usail-hkust/t-PatchGNN
Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach"
wxie9/S3Attention
GRYGY1215/Dozerformer
OrigamiSL/FPPformer
Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer
chenxi52/UPA
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation
val-iisc/SDAT
[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",
networkslab/MTST
abudesai/timeVAE
TimeVAE implementation in keras/tensorflow
jsyoon0823/TimeGAN
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
Y-debug-sys/Diffusion-TS
[ICLR 2024] Official Implementation of "Diffusion-TS: Interpretable Diffusion for General Time Series Generation"
muslehal/xLSTMTime
xLSTMTime for time series forecasting
xinzzzhou/ScalableTransformer4HighDimensionMTSF
ruixindingECNU/DRFormer
gassraphael/AlphaPEM
AlphaPEM is an open-source software package for simulating proton exchange membrane fuel cell (PEMFC) systems using physics-based models for embedded applications.
jingjing-unilu/PCA_Transformer
Official code for "Transformer Multivariate Forecasting: Less is More?" (AI4TS@AAAI-2024)
Houyikai/LDM-Logsparse-Decomposable-MultiScaling
This is the official repository for the paper "Long Input Network for Long Time Series Forecasting"
xuangu-fang/BayOTIDE
BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)
FMLYD/FTMixer
xll0328/TimeSieve