amarallab / transportation_network_evolutionLinks
☆11Updated 2 years ago
Alternatives and similar repositories for transportation_network_evolution
Users that are interested in transportation_network_evolution are comparing it to the libraries listed below
Sorting:
- Urban Dynamics Through the Lens of Human Mobility☆17Updated 2 years ago
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆198Updated 2 months ago
- Repository of scripts and data for the "Robustness and resilience of complex networks" paper by Oriol Artime, Marco Grassia, Manlio De Do…☆84Updated last month
- ☆123Updated 2 years ago
- [ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks☆29Updated 2 years ago
- A meta-population model for COVID19 in China☆11Updated 5 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆35Updated 2 years ago
- ☆140Updated 3 years ago
- [KDD 2024] Papers about deep learning in epidemic modeling.☆60Updated 10 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆104Updated 3 years ago
- ☆22Updated 2 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated 2 years ago
- ☆80Updated last year
- Transportation data online prediction☆50Updated 4 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated last month
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆26Updated 4 years ago
- ☆16Updated 2 years ago
- In this work, we examine the resilience of two complex network types (Erdos Renyi, and Power-Law/Scale-free) to potential delivered attac…☆13Updated 3 years ago
- Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. D…☆42Updated 3 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆48Updated 2 years ago
- Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction☆19Updated 2 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆22Updated 2 years ago
- a repository for DomiRank along with some code to do efficient node removals and largest-connected-component sampling of massive networks☆50Updated last month
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆72Updated 4 years ago
- RiccardoSpolaor / Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-ForecastingAn eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.☆20Updated last year
- A Python Library for Machine Learning in Epidemic Data Modeling and Analysis☆51Updated this week
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- An Open Source Spatio-Temporal Prediction Package☆214Updated 10 months ago
- Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs☆25Updated last year