GeoDI-Lab / HyGCNLinks
☆23Updated 2 years ago
Alternatives and similar repositories for HyGCN
Users that are interested in HyGCN are comparing it to the libraries listed below
Sorting:
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 3 years ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆32Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆80Updated 6 months ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Updated 4 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆139Updated last year
- Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction☆49Updated 3 years ago
- ☆35Updated last year
- ☆125Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆37Updated 5 years ago
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Updated 3 years ago
- ☆16Updated 2 years ago
- ☆82Updated last month
- ☆16Updated 3 years ago
- A collection of research on spatio-temporal data mining☆157Updated last year
- [SIGSPATIAL '22] Next location prediction considering travel mode☆20Updated 2 years ago
- ☆36Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆76Updated 4 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆68Updated 2 years ago
- Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs☆25Updated last year
- The code and documentation for geo-contextual multitask embedding learner☆28Updated 4 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆36Updated last year
- [ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting☆29Updated 3 years ago
- ☆16Updated 3 years ago
- ☆40Updated 3 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 9 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆49Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- [TKDE 2021 Paper] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction☆16Updated 2 years ago