sjruan / DeepMGLinks
Learning to Generate Maps from Trajectories (AAAI'20)
☆52Updated 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☆80Updated 5 years ago
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆31Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 3 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆54Updated last year
- RoadRunner: improving the precision of road network inference from GPS trajectories☆29Updated 4 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- ☆34Updated last year
- 2019-2021 Trajectory Paper Collation☆18Updated 2 years ago
- Trajectory Inference☆15Updated 5 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆41Updated last week
- ☆13Updated 2 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Updated 8 months ago
- ☆78Updated last year
- This is for AAAI2020 submission #9808☆9Updated 5 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆141Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆82Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆29Updated 9 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆48Updated 3 years ago
- ☆47Updated 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 8 months ago
- A Python implementation of the ST-Matching algorithm☆46Updated 4 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 6 months ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆19Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆215Updated last month
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆14Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆73Updated 2 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆23Updated last year
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆18Updated last year
- Robust and online map inference from gps data☆32Updated last year