sjruan / DeepMGLinks
Learning to Generate Maps from Trajectories (AAAI'20)
☆54Updated 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☆84Updated last month
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆33Updated 5 years ago
- ☆47Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆45Updated 3 months ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆147Updated 4 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆62Updated 2 months ago
- Trajectory Inference☆15Updated 6 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- ☆15Updated 3 years ago
- ☆80Updated last year
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆242Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆246Updated 4 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- This is for AAAI2020 submission #9808☆19Updated 10 months ago
- Trajectory Mining Library for Python☆38Updated 6 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆15Updated 4 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Updated 4 years ago
- RoadRunner: improving the precision of road network inference from GPS trajectories☆31Updated 4 years ago
- code for "Trajectory clustering via deep representation learning"☆193Updated 7 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- ☆29Updated 2 years ago
- An arcpy based HMM map matching tool☆129Updated 6 years ago
- 2019-2021 Trajectory Paper Collation☆18Updated 3 years ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆20Updated 2 years ago
- ☆149Updated 5 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆31Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆29Updated 2 years ago