lonicera-yx / MGT

Related projects: ⓘ

• DrownFish19 / CorrSTN
  A correlation information-based spatiotemporal network for traffic flow forecasting
  ☆23Updated 6 months ago
• Echohhhhhh / GSNet
  AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting
  ☆27Updated last year
• goaheand / AdapGL-pytorch
  ☆53Updated 2 years ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆39Updated last year
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆21Updated last year
• Essaim / CGCDemandPrediction
  ☆46Updated 2 years ago
• wanhuaiyu / ASTGNN
  ☆17Updated last year
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆137Updated 2 months ago
• jbdj-star / st
  ☆36Updated 2 years ago
• LMissher / ST-GRAT
  The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…
  ☆37Updated 3 years ago
• guokan987 / DGCN
  The pytorch code of DGCN(TITS)
  ☆49Updated 2 years ago
• RobinLu1209 / STAG-GCN
  Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting
  ☆63Updated 3 years ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆30Updated 2 years ago
• HCPLab-SYSU / PVCGN
  code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"
  ☆49Updated last year
• liangzhehan / DMSTGCN
  ☆69Updated last year
• WoodSugar / GSTNet
  ☆13Updated 3 years ago
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆59Updated 3 years ago
• guoshnBJTU / SSTBAN
  ☆23Updated last year
• wanhuaiyu / STSGCN
  AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
  ☆48Updated last year
• LiuZH-19 / Ada-STNet
  ☆39Updated 2 years ago
• guokan987 / HGCN
  The code of AAAI2021 paper of HGCN for Traffic Forecasting
  ☆83Updated 2 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆99Updated 8 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆54Updated 2 months ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆68Updated 5 months ago
• JinleiZhangBJTU / Conv-GCN
  Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit
  ☆29Updated 4 years ago
• yokifly / ASTTN_pytorch
  ☆32Updated last year
• MiaoHaoSunny / ST-DAAN
  Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"
  ☆11Updated 3 years ago
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆97Updated 2 months ago
• LeronQ / STGCN-Pytorch
  Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…
  ☆111Updated 3 years ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆90Updated 2 years ago