mingqian000 / TrGNNView external linksLinks
Traffic Flow Prediction with Vehicle Trajectories
☆74Mar 15, 2021Updated 4 years ago
Alternatives and similar repositories for TrGNN
Users that are interested in TrGNN are comparing it to the libraries listed below
Sorting:
- ☆11Jan 2, 2022Updated 4 years ago
- Self-supervised multi-vehicle trajectory prediction with GNN (TransformerConv).☆14Aug 21, 2023Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Oct 25, 2023Updated 2 years ago
- ☆74Nov 19, 2022Updated 3 years ago
- ☆14Aug 18, 2021Updated 4 years ago
- ☆19Apr 17, 2022Updated 3 years ago
- ☆49May 24, 2022Updated 3 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆523Apr 12, 2022Updated 3 years ago
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Aug 28, 2020Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆226Jan 26, 2021Updated 5 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Aug 21, 2022Updated 3 years ago
- ☆28Feb 10, 2022Updated 4 years ago
- A reviewed paper list about applying deep learning models for smarter transportation systems☆12Sep 15, 2020Updated 5 years ago
- ☆14Feb 22, 2024Updated last year
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆215Jul 6, 2023Updated 2 years ago
- Dynamic Switch-Attention Network☆20Aug 25, 2021Updated 4 years ago
- ☆42Mar 30, 2022Updated 3 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Jul 18, 2022Updated 3 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- Open-source code of TransGTR.☆15Nov 1, 2023Updated 2 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆111Nov 10, 2021Updated 4 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,192Aug 7, 2024Updated last year
- Implementation for MSDR☆25Sep 1, 2022Updated 3 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆540Jul 17, 2024Updated last year
- Road safety is one of the top most priority of every government and individual. Government spends billions of dollars on making great roa…☆14Sep 10, 2020Updated 5 years ago
- Fine-tuning Resnet-50 FPN based DNN for road crack detection on RDD2022☆17Dec 21, 2022Updated 3 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆115Jun 29, 2020Updated 5 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Jan 10, 2022Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Apr 5, 2024Updated last year
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Jun 11, 2019Updated 6 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,734Sep 1, 2025Updated 5 months ago
- 基于图注意力模型(GAT)的交通网络流量预测☆16Apr 16, 2022Updated 3 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- ☆12Feb 24, 2023Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆196Dec 12, 2024Updated last year
- Code for our Spatiotemporal Dynamic Network☆292Apr 28, 2019Updated 6 years ago
- A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction☆15Oct 27, 2020Updated 5 years ago
- ☆13Mar 29, 2022Updated 3 years ago