Coolgiserz / Awesome-Traffic-PredictionLinks
Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.
☆144Updated 10 months ago
Alternatives and similar repositories for Awesome-Traffic-Prediction
Users that are interested in Awesome-Traffic-Prediction are comparing it to the libraries listed below
Sorting:
- ☆94Updated 3 years ago
- A collection of research on spatio-temporal data mining☆156Updated 9 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆225Updated 4 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆247Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆233Updated 2 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆211Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆302Updated last year
- Attentive Traffic Flow Machines☆58Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- Reconstruction of DeepST☆107Updated 5 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆272Updated 2 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆46Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆68Updated 6 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆191Updated 10 months ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 5 years ago
- ☆42Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆55Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆137Updated last year
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- ☆125Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- ☆49Updated 3 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆239Updated 4 years ago
- Deep Learning for Spatio-Temporal Data☆66Updated 8 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆35Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆423Updated 5 years ago