Yasoz / SynMobLinks
Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis
☆16Updated 3 months ago
Alternatives and similar repositories for SynMob
Users that are interested in SynMob are comparing it to the libraries listed below
Sorting:
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆32Updated 7 months ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆85Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated 2 months ago
- ☆15Updated 2 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆239Updated 3 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆33Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆59Updated last month
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 3 years ago
- This is for AAAI2020 submission #9808☆19Updated 9 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 11 months ago
- ☆26Updated 11 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆135Updated last year
- An Open Source Spatio-Temporal Prediction Package☆215Updated 10 months ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆12Updated last year
- ☆12Updated 4 months ago
- ☆14Updated last year
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆12Updated 9 months ago
- A diffusion-based framework for spatio-temporal point processes☆74Updated last year
- A Trajectory Preprocessing Toolkit in Python☆81Updated 5 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 4 months ago
- ☆34Updated 4 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆33Updated 5 years ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆25Updated last year