GeoDI-Lab / HyGCN
☆20Updated last year
Alternatives and similar repositories for HyGCN:
Users that are interested in HyGCN are comparing it to the libraries listed below
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆25Updated 11 months ago
- ☆33Updated last year
- ☆16Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- Urban Cup 2023☆16Updated last year
- ☆26Updated last year
- Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction☆39Updated 2 years ago
- ☆76Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, includi…☆14Updated 7 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆119Updated 8 months ago
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Updated 2 years 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
- ☆16Updated 2 years ago
- ☆16Updated 2 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆21Updated 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
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆31Updated last year
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆92Updated last year
- [ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting☆25Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆67Updated 8 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆64Updated last year
- ☆29Updated 2 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆43Updated last year
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆15Updated last month
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆35Updated 2 years ago