[ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting
☆30Oct 25, 2022Updated 3 years ago
Alternatives and similar repositories for EpiGNN
Users that are interested in EpiGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks☆31Feb 24, 2026Updated last month
- Predicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731☆12Oct 27, 2023Updated 2 years ago
- Awesome Entity Alignment is a collection of EA techniques, including papers, codes, and datasets.☆11Oct 27, 2022Updated 3 years ago
- [AAAI-23] Epidemiologically-informed Neural Networks☆16Dec 2, 2022Updated 3 years ago
- PINN-COVID analyzes a plurality of epidemiological models through the lens of physics-informed neural networks (PINNs).☆22Oct 12, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆23Dec 13, 2023Updated 2 years ago
- A meta-population model for COVID19 in China☆11Jun 10, 2020Updated 5 years ago
- Official PyTorch implementation of Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting☆14Mar 8, 2023Updated 3 years ago
- Code for TNNLS paper "Beyond Homophily and Homogeneity Assumption: Relation-based Frequency Adaptive Graph Neural Networks"☆14Feb 27, 2024Updated 2 years ago
- ☆50Nov 1, 2024Updated last year
- A Python Library for Machine Learning in Epidemic Data Modeling and Analysis☆65Sep 4, 2025Updated 7 months ago
- AAAI 2024-Attribute-Missing Graph Clustering Network☆15Jul 2, 2025Updated 9 months ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆22Apr 15, 2023Updated 3 years ago
- Code for simulating the metapopulation SEIR model. Sample network for US national simulation included.☆25Sep 3, 2025Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Forecasting cryptocurrency price movements with graph neural networks.☆10Mar 13, 2020Updated 6 years ago
- Supplementary code for the paper "Landslide Susceptibility Modeling by Interpretable Neural Network"☆19May 7, 2023Updated 2 years ago
- A curated list of publications and code about data augmentaion for graphs.☆64Jun 22, 2022Updated 3 years ago
- ☆14Feb 19, 2023Updated 3 years ago
- ☆14Feb 22, 2024Updated 2 years ago
- Machine learning to predict future number Covid19 Daily Cases (7-day moving average). Long Short Term Memory (LSTM) Predictor and Reinfor…☆14Feb 21, 2021Updated 5 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆14May 20, 2022Updated 3 years ago
- Codes for GReTo accepted by ICLR2023☆12Mar 12, 2023Updated 3 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- agentic education product☆25Mar 8, 2026Updated last month
- Exploratory Data Analysis of Time Series Data and Forecasting using Naïve Approach, Moving Average Method, Simple Exponential Smoothenin…☆12Jul 2, 2018Updated 7 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 4 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
- Dynamic graph embedding☆14Aug 8, 2018Updated 7 years ago
- ☆13May 7, 2021Updated 4 years ago
- code and data for Continuous-Time Graph Learning for Cascade Popularity Prediction, IJCAI 2023☆11Jul 3, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Book by Dr. Jason Brownlee☆11Sep 14, 2020Updated 5 years ago
- ST-SHN, IJCAI 2021☆20Jan 31, 2021Updated 5 years ago
- Code and datasets for the ACL 2020 paper "Detecting Perceived Emotions in Hurricane Disasters"☆12Oct 4, 2022Updated 3 years ago
- ☆16Nov 9, 2023Updated 2 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆17Dec 29, 2021Updated 4 years ago
- Multivariate Time Series Forecasting with Graph Neural Networks☆14Apr 25, 2022Updated 3 years ago