Alternatives and similar repositories for MS-STGNN

Users that are interested in MS-STGNN are comparing it to the libraries listed below

• yokifly / ASTTN_pytorch
  ☆40Updated 2 years ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆48Updated 2 years ago
• huogy / HSTGCNT
  ☆14Updated 3 years ago
• jiawenchen10 / ST-SepNet
  KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…
  ☆30Updated last week
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆190Updated 3 years ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆108Updated 9 months ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆31Updated last year
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆87Updated 7 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆76Updated 5 months ago
• louisechen520 / Bi-STAT
  ☆27Updated 2 years ago
• goaheand / AdapGL-pytorch
  ☆67Updated 3 years ago
• Kongwy5689 / STPGNN
  ☆30Updated last year
• yutong-xia / CaST
  PyTorch implementation of CaST, NeurIPS-23.
  ☆40Updated 7 months ago
• Frank-Wang-oss / FCSTGNN
  ☆125Updated 2 years ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆206Updated last year
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆82Updated last year
• razvanc92 / ST-WA
  ☆20Updated 3 years ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆28Updated 8 months ago
• DrownFish19 / CorrSTN
  A correlation information-based spatiotemporal network for traffic flow forecasting
  ☆28Updated last year
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆88Updated 3 years ago
• ZhuoLinLi-shu / SDGL
  The official implementation of SDGL
  ☆37Updated last year
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆51Updated 8 months ago
• Kqingzheng / ModWaveMLP
  ☆22Updated last year
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆139Updated 2 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆213Updated last month
• LiuZH-19 / Ada-STNet
  ☆44Updated 3 years ago
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆40Updated 4 months ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆99Updated last month
• shangzongjiang / Ada-MSHyper
  ☆78Updated 10 months ago
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆28Updated last year