sjruan / DeepMG
Learning to Generate Maps from Trajectories (AAAI'20)
☆50Updated 5 years ago
Alternatives and similar repositories for DeepMG:
Users that are interested in DeepMG are comparing it to the libraries listed below
- A Trajectory Preprocessing Toolkit in Python☆78Updated 5 years ago
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆29Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆39Updated 10 months ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- The released dataset and the official implementation of "Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"☆12Updated 3 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆27Updated 5 months ago
- Trajectory Inference☆15Updated 5 years ago
- RoadRunner: improving the precision of road network inference from GPS trajectories☆27Updated 4 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- ☆29Updated 2 years ago
- This is for AAAI2020 submission #9808☆19Updated 4 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated 11 months ago
- 2019-2021 Trajectory Paper Collation☆18Updated 2 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆188Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 3 months ago
- ☆33Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 5 months ago
- Robust and online map inference from gps data☆32Updated 9 months ago
- implementation segmentation of urban areas using road network 自动生成自然街区（交通小区）☆46Updated 6 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆140Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- ☆12Updated 2 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆13Updated 3 years ago
- Implement of IVMM map matching method.☆15Updated 4 years ago
- A Python implementation of the ST-Matching algorithm☆45Updated 4 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆26Updated 5 years ago
- Official implementation of "Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"(in KDD 2022)☆14Updated last year