tijsmaas / TrafficPrediction
This repository combines recent works in deep learning spatio-temporal traffic prediction.
☆28Updated 4 years ago
Alternatives and similar repositories for TrafficPrediction:
Users that are interested in TrafficPrediction are comparing it to the libraries listed below
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆68Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- ☆42Updated 3 years ago
- Modifications to Graph Wavenet☆101Updated 5 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆33Updated 6 months ago
- Transportation data online prediction☆48Updated 3 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- Code snippets of ST-ResNet by PyTorch☆64Updated 5 years ago
- ☆117Updated last year
- Papers on Spatial-Temporal Graph Neural Networks☆26Updated 2 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆47Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆152Updated last year
- open traffic datasets☆28Updated 6 years ago
- ☆87Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆137Updated 3 months ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆112Updated last year
- ☆19Updated 4 years ago
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆94Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆34Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆172Updated 3 months ago
- ☆17Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆68Updated 4 years ago
- ☆48Updated 5 years ago
- Spatial-Temporal Graph ODE Neural Network☆106Updated 3 years ago
- traffic flow prediction☆23Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆54Updated 2 years ago
- ☆49Updated 2 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆57Updated 4 months ago