Alternatives and similar repositories for STPGNN:

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

• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆18Updated 9 months ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆42Updated last year
• YimiAChack / STDDE
  Official implementation for "Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equat…
  ☆13Updated last week
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆10Updated last month
• guoshnBJTU / SSTBAN
  ☆23Updated last year
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆81Updated 9 months ago
• goaheand / AdapGL-pytorch
  ☆61Updated 2 years ago
• huogy / HSTGCNT
  ☆15Updated 2 years ago
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆55Updated 2 months ago
• lwm412 / STFGNN-Pytorch
  A pytorch re-implementation of STFGNN
  ☆25Updated last year
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆26Updated last year
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆64Updated 6 months ago
• YushengZhao / DyHSL
  ☆14Updated 2 years ago
• GestaltCogTeam / DFDGCN
  Dynamic frequency domain graph convolution for traffic prediction
  ☆13Updated 4 months ago
• DrownFish19 / CorrSTN
  A correlation information-based spatiotemporal network for traffic flow forecasting
  ☆26Updated 10 months ago
• razvanc92 / ST-WA
  ☆19Updated 2 years ago
• yokifly / ASTTN_pytorch
  ☆35Updated last year
• SmallNana / STSGCN_Pytorch
  ☆74Updated last year
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆108Updated last year
• LiuZH-19 / Ada-STNet
  ☆41Updated 2 years ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆104Updated 3 years ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆79Updated 6 months ago
• liangzhehan / DMSTGCN
  ☆70Updated 2 years ago
• Kqingzheng / ModWaveMLP
  ☆17Updated 9 months ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆152Updated 2 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆149Updated 11 months ago
• GestaltCogTeam / D2STGNN
  Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
  ☆174Updated last year
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆27Updated last month
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆72Updated last month
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆32Updated this week