Alternatives and similar repositories for STPGNN

Users that are interested in STPGNN are comparing it to the libraries listed below

• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆69Updated 11 months ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆47Updated 2 years ago
• yokifly / ASTTN_pytorch
  ☆38Updated 2 years ago
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆66Updated last month
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆25Updated 2 years ago
• DrownFish19 / CorrSTN
  A correlation information-based spatiotemporal network for traffic flow forecasting
  ☆29Updated last year
• goaheand / AdapGL-pytorch
  ☆66Updated 3 years ago
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆14Updated 3 weeks ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆25Updated 2 months ago
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆36Updated 3 weeks ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆93Updated 3 months ago
• LiuZH-19 / Ada-STNet
  ☆43Updated 3 years ago
• lwm412 / STFGNN-Pytorch
  A pytorch re-implementation of STFGNN
  ☆27Updated 2 years ago
• huogy / HSTGCNT
  ☆14Updated 2 years ago
• guoshnBJTU / SSTBAN
  ☆26Updated 2 years ago
• SmallNana / STSGCN_Pytorch
  ☆76Updated last year
• wudi2001 / STGAGRTN
  This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…
  ☆19Updated last year
• Vincent665 / MGCN-for-Traffic-Prediction
  The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…
  ☆15Updated 3 months ago
• liangzhehan / DMSTGCN
  ☆73Updated 2 years ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆173Updated 2 years ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆48Updated 6 months ago
• Kqingzheng / ModWaveMLP
  ☆20Updated last year
• Echo-Ji / ST-SSL_Dataset
  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
  ☆32Updated last year
• ibizatomorrow / DCST
  This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integrat…
  ☆11Updated 9 months ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆183Updated last year
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆92Updated 4 months ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆179Updated 6 months ago
• razvanc92 / ST-WA
  ☆19Updated 3 years ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆55Updated 9 months ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆114Updated 3 years ago