urbanmobility / Awesome-Urban-Mobility-PredictionLinks
This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.
☆21Updated 3 years ago
Alternatives and similar repositories for Awesome-Urban-Mobility-Prediction
Users that are interested in Awesome-Urban-Mobility-Prediction are comparing it to the libraries listed below
Sorting:
- [TRC] Context-aware next location prediction☆45Updated last year
- Traffic accident prediction using graph neural networks "TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Net…☆56Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆78Updated 2 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- “华为云杯”2020深圳开放数据应用创新大赛 ·深圳北站周边交通拥堵指数预测代码方案☆17Updated 5 years ago
- Large Language Models as Human Mobility Predictors☆61Updated last year
- Code for the KDD 2022 paper "Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time…☆18Updated 3 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Updated 3 years ago
- ☆145Updated 3 years ago
- open traffic datasets☆31Updated 7 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"☆11Updated last year
- ☆95Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- Implementation of dynamic origin-destination demand estimation☆20Updated 7 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆48Updated 6 months ago
- ☆47Updated 3 years ago
- This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph At…☆107Updated 2 years ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆83Updated last week
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆87Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- ☆82Updated 2 weeks ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆149Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 8 months ago
- This is for AAAI2020 submission #9808☆20Updated last year