Alternatives and similar repositories for ASTGNN

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

• JinleiZhangBJTU / Conv-GCN
  Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit
  ☆30Updated 4 years ago
• Essaim / CGCDemandPrediction
  ☆49Updated 3 years ago
• Echohhhhhh / GSNet
  AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting
  ☆32Updated 2 years ago
• deepkashiwa20 / ODCRN
  [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
  ☆30Updated last year
• zouguojian / Travel-time-prediction
  When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
  ☆38Updated last month
• xlwang233 / STSeq2Seq
  PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.
  ☆15Updated 4 years ago
• liangzhehan / DMSTGCN
  ☆73Updated 2 years ago
• lonicera-yx / MGT
  ☆38Updated 3 years ago
• HCPLab-SYSU / PVCGN
  code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"
  ☆55Updated 2 years ago
• liulingbo918 / ATFM
  Attentive Traffic Flow Machines
  ☆58Updated 4 years ago
• wanhuaiyu / STSGCN
  AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
  ☆50Updated 2 years ago
• RobinLu1209 / STAG-GCN
  Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting
  ☆69Updated 4 years ago
• wanzhixiao / MDL
  a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"
  ☆13Updated 2 years ago
• MiaoHaoSunny / MT-ASTN
  Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"
  ☆20Updated 2 years ago
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆25Updated 2 years ago
• wumingyao / MADGCN
  ☆10Updated 4 years ago
• jbdj-star / cga
  ☆13Updated 3 years ago
• jbdj-star / st
  ☆42Updated 3 years ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆45Updated 2 years ago
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆69Updated 4 years ago
• aptx1231 / NYC-Dataset
  Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
  ☆52Updated 3 years ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆38Updated 2 years ago
• ivechan / PVCGN
  code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"
  ☆42Updated 4 years ago
• deepkashiwa20 / DL-Traff-Grid
  [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)
  ☆54Updated 2 years ago
• Curb-GAN / Curb-GAN
  The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
  ☆33Updated 5 years ago
• zzyy0929 / AAAI2020-RiskOracle
  AAAIA2020-Accident Forecasting Experiments Setups
  ☆41Updated 4 years ago
• guokan987 / DGCN
  The pytorch code of DGCN(TITS)
  ☆54Updated 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…
  ☆42Updated 4 years ago
• wcc961129 / transdim
  Machine learning for transportation data imputation and prediction.
  ☆40Updated 5 years ago
• Echo-Ji / ST-SSL_Dataset
  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
  ☆31Updated last year