tijsmaas / TrafficPredictionLinks
This repository combines recent works in deep learning spatio-temporal traffic prediction.
☆29Updated 5 years ago
Alternatives and similar repositories for TrafficPrediction
Users that are interested in TrafficPrediction are comparing it to the libraries listed below
Sorting:
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆68Updated 4 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆50Updated 5 years ago
- Transportation data online prediction☆50Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆95Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆114Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆119Updated last year
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆142Updated 6 months ago
- Modifications to Graph Wavenet☆103Updated 5 years ago
- ☆49Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 3 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- ☆42Updated 3 years ago
- ☆39Updated 3 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆162Updated last year
- ☆25Updated 4 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- open traffic datasets☆30Updated 6 years ago
- ☆48Updated 3 years ago
- ☆19Updated 4 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆74Updated 3 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆137Updated 3 months ago
- Code snippets of ST-ResNet by PyTorch☆65Updated 5 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆99Updated 3 years ago
- ☆120Updated 2 years ago
- ☆69Updated 3 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆55Updated 9 months ago
- ☆14Updated 3 years ago
- Graph Convolutional Adversarial Networks for Spatio-Temporal Anomaly Detection☆24Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆220Updated 4 years ago