SANDAG / PeMS-Datasets

Related projects ⓘ

Alternatives and complementary repositories for PeMS-Datasets

• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆25Updated last year
• Echohhhhhh / GSNet
  AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting
  ☆27Updated last year
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆61Updated 3 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆107Updated 10 months ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆151Updated this week
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆108Updated 4 months ago
• VincLee8188 / GMAN-PyTorch
  Implementation of Graph Muti-Attention Network with PyTorch
  ☆143Updated last year
• guoshnBJTU / ASTGNN
  This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…
  ☆190Updated 3 years ago
• deepkashiwa20 / DeepCrowd
  [TKDE 2021 Paper] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction
  ☆14Updated 10 months ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆143Updated 2 years ago
• Coolgiserz / Awesome-Traffic-Prediction
  Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.
  ☆130Updated last year
• wumingyao / MADGCN
  ☆10Updated 3 years ago
• GestaltCogTeam / D2STGNN
  Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
  ☆166Updated last year
• Essaim / CGCDemandPrediction
  ☆49Updated 2 years ago
• deepkashiwa20 / ODCRN
  [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
  ☆28Updated last year
• zhiyongc / Seattle-Loop-Data
  ☆85Updated 2 years ago
• BruceBinBoxing / ST-ResNet-Pytorch
  Code snippets of ST-ResNet by PyTorch
  ☆61Updated 5 years ago
• ivechan / PVCGN
  code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"
  ☆40Updated 3 years ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆59Updated 4 months ago
• tsinghua-fib-lab / Traffic-Benchmark
  ☆275Updated 3 years ago
• HCPLab-SYSU / HIAM
  ☆13Updated last year
• liangzhehan / DMSTGCN
  ☆70Updated 2 years ago
• Echo-Ji / ST-SSL_Dataset
  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
  ☆28Updated 10 months ago
• SmallNana / STSGCN_Pytorch
  ☆72Updated 11 months ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆95Updated 2 years ago
• liulingbo918 / ATFM
  Attentive Traffic Flow Machines
  ☆57Updated 4 years ago
• yule-BUAA / DSTGCN
  codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction
  ☆64Updated 2 years ago
• DrownFish19 / CorrSTN
  A correlation information-based spatiotemporal network for traffic flow forecasting
  ☆25Updated 8 months ago
• MengzhangLI / STFGNN
  Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)
  ☆210Updated 3 years ago
• BUAABIGSCity / PDFormer
  [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
  ☆209Updated last year