SwiftPredator / Trajectory-based-Road-Network-Representation-LearningLinks
☆16Updated 3 years ago
Alternatives and similar repositories for Trajectory-based-Road-Network-Representation-Learning
Users that are interested in Trajectory-based-Road-Network-Representation-Learning are comparing it to the libraries listed below
Sorting:
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Updated last week
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Updated 3 years ago
- ☆17Updated 2 years ago
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10Updated last year
- ☆28Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆39Updated last year
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Updated 3 years ago
- ☆36Updated last year
- ☆16Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆139Updated last year
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆265Updated 2 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆49Updated 3 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 9 months ago
- A collection of research on spatio-temporal data mining☆157Updated last year
- [TKDE 2021 Paper] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction☆16Updated 2 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- Traffic data processing tools in LibCity☆232Updated 2 years ago
- Source code for the UniTE pipeline.☆25Updated 11 months ago
- PyTorch implementation of CaST, NeurIPS-23.☆41Updated 8 months ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆14Updated last year
- ☆15Updated 10 months ago
- Paper Collection of Trajectory Data Mining (Trajectory Generation, Anomalous Trajectory Detection)☆17Updated 2 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆117Updated 9 months ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆39Updated last year