[ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks
☆32Feb 24, 2026Updated 3 months ago
Alternatives and similar repositories for MepoGNN
Users that are interested in MepoGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Predicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731☆12Oct 27, 2023Updated 2 years ago
- [ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting☆30Oct 25, 2022Updated 3 years ago
- A Python Library for Machine Learning in Epidemic Data Modeling and Analysis☆69Sep 4, 2025Updated 9 months ago
- [KDD 2024] Papers about deep learning in epidemic modeling.☆70Oct 3, 2024Updated last year
- Official repo to paper☆12Jan 15, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [AAAI-23] Epidemiologically-informed Neural Networks☆16Dec 2, 2022Updated 3 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- ☆50Nov 1, 2024Updated last year
- ☆14Feb 22, 2024Updated 2 years ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆33Jul 13, 2024Updated last year
- Deep Learning for Epidemiological Predictions☆14Jun 16, 2020Updated 6 years ago
- ☆23Dec 13, 2023Updated 2 years ago
- HuMob'24 SIGSPATIAL☆21Mar 8, 2026Updated 3 months ago
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Mar 20, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Feb 16, 2020Updated 6 years ago
- Official PyTorch implementation of Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting☆13Mar 8, 2023Updated 3 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆59Aug 21, 2022Updated 3 years ago
- Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events☆16May 16, 2021Updated 5 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆31Jul 24, 2023Updated 2 years ago
- SIS epidemic model simulation in scale-free networks☆16Oct 27, 2017Updated 8 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆23Apr 15, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆65Jun 13, 2024Updated 2 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆27Nov 25, 2023Updated 2 years ago
- Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)☆24Nov 2, 2022Updated 3 years ago
- Codes for GReTo accepted by ICLR2023☆12Mar 12, 2023Updated 3 years ago
- ☆38Sep 22, 2021Updated 4 years ago
- This repository contains an attempt at using Graph Attention based Reinforcement Learning for graphical state space. The code also provid…☆10Jun 27, 2021Updated 4 years ago
- Codes and Datasets for our SIGIR 2021 Paper: "Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task…☆12Apr 21, 2021Updated 5 years ago
- ☆12Nov 30, 2022Updated 3 years ago
- Resources for: Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup (ACL SRW 2020)☆11Sep 9, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A LaTeX template for a Coventry University Thesis, based on a Cambridge University Engineering Department template.☆12Sep 14, 2025Updated 9 months ago
- Fast code for SIR on temporal networks☆27Aug 11, 2021Updated 4 years ago
- Code and datasets for the ACL 2020 paper "Detecting Perceived Emotions in Hurricane Disasters"☆12Oct 4, 2022Updated 3 years ago
- Demo of using GNNs and fusion models for traffic forcasting. This is a hobby project to learn Graph Machine Learning☆12Mar 29, 2022Updated 4 years ago
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆17Dec 29, 2021Updated 4 years ago
- Simulators for Compartmental Models in Epidemiology☆40Jun 25, 2020Updated 5 years ago
- The code of paper "High-order Correlation Preserved Incomplete Multi-view Subspace Clustering" accepted by IEEE TIP2022☆12Jan 19, 2022Updated 4 years ago