sjruan / DeepMGLinks
Learning to Generate Maps from Trajectories (AAAI'20)
☆55Updated 5 years ago
Alternatives and similar repositories for DeepMG
Users that are interested in DeepMG are comparing it to the libraries listed below
Sorting:
- A Trajectory Preprocessing Toolkit in Python☆90Updated 4 months ago
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆34Updated 5 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- ☆47Updated 3 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Updated 3 years ago
- ☆82Updated 3 weeks ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆49Updated 6 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 4 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆64Updated 5 months ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- Trajectory Inference☆15Updated 6 years ago
- ☆16Updated 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
- 2019-2021 Trajectory Paper Collation☆18Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- [TRC] Context-aware next location prediction☆45Updated 2 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆273Updated 7 months ago
- Trajectory Mining Library for Python☆39Updated 6 years ago
- This is for AAAI2020 submission #9808☆20Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- RoadRunner: improving the precision of road network inference from GPS trajectories☆32Updated 5 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated 2 years ago
- ST-SiameseNet (KDD'20)☆22Updated 5 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Updated 2 years ago
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆244Updated last year
- Simulating human mobility with a trajectory generation framework based on diffusion model☆30Updated last year
- ☆29Updated 3 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆37Updated last year
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 2 years ago