urbanmobility / Awesome-Urban-Mobility-PredictionLinks
This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.
☆21Updated 2 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:
- ☆139Updated 3 years ago
- ☆79Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆58Updated 3 years ago
- [TRC] Context-aware next location prediction☆45Updated last year
- open traffic datasets☆30Updated 6 years ago
- ☆93Updated 3 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆143Updated 7 months ago
- Urban Dynamics Through the Lens of Human Mobility☆17Updated 2 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated 2 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆230Updated 2 months ago
- ☆47Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Traffic accident prediction using graph neural networks "TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Net…☆50Updated 9 months ago
- [IEEE TITS 2024] Activity-aware human mobility prediction with hierarchical graph attention recurrent network.☆25Updated 6 months ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆81Updated 11 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 10 months ago
- Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs☆24Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated last month
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- An Open Source Spatio-Temporal Prediction Package☆209Updated 9 months ago
- This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph At…☆100Updated 2 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆74Updated 2 years ago
- Code for the KDD 2022 paper "Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time…☆18Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆54Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆72Updated 4 years ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆118Updated 11 months ago
- Transportation data online prediction☆50Updated 4 years ago
- PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"☆11Updated last year