Alternatives and similar repositories for ST-WA

Users that are interested in ST-WA are comparing it to the libraries listed below

• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆77Updated 6 months ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆132Updated last year
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆106Updated 8 months ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆120Updated 3 years ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆74Updated 4 months ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆28Updated 6 months ago
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆21Updated 2 months ago
• guoshnBJTU / SSTBAN
  ☆27Updated 2 years ago
• YushengZhao / DyHSL
  [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting
  ☆21Updated 3 years ago
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆40Updated 2 months ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆186Updated 3 years ago
• Kongwy5689 / STPGNN
  ☆28Updated last year
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆207Updated last year
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆72Updated 4 months ago
• RobinLu1209 / ST-GFSL
  ☆45Updated 3 years ago
• goaheand / AdapGL-pytorch
  ☆67Updated 3 years ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆67Updated last year
• liangzhehan / DMSTGCN
  ☆74Updated 3 years ago
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆45Updated 3 years ago
• zhangjunfeng1234 / ST-MLP
  ☆11Updated 10 months ago
• Essaim / CGCDemandPrediction
  ☆50Updated 3 years ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆87Updated 3 years ago
• AprLie / TrafficStream
  ☆49Updated 3 years ago
• SmallNana / STSGCN_Pytorch
  ☆77Updated last year
• ChyaZhang / ChatTraffic
  The official implementation of ChatTraffic.
  ☆50Updated 10 months ago
• Azusa-Yuan / fc-gaga-torch
  ☆10Updated 2 years ago
• yutong-xia / CaST
  PyTorch implementation of CaST, NeurIPS-23.
  ☆39Updated 5 months ago
• BUAABIGSCity / PDFormer
  [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
  ☆269Updated 2 years ago
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆26Updated 2 years ago
• yokifly / ASTTN_pytorch
  ☆40Updated 2 years ago