DynamicaLab / code-dynalearn
☆24Updated 3 years ago
Alternatives and similar repositories for code-dynalearn:
Users that are interested in code-dynalearn are comparing it to the libraries listed below
- Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. D…☆40Updated 3 years ago
- [KDD 2024] Papers about deep learning in epidemic modeling.☆57Updated 6 months ago
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆48Updated 6 months ago
- Repository of scripts and data for the "Robustness and resilience of complex networks" paper by Oriol Artime, Marco Grassia, Manlio De Do…☆75Updated 2 months ago
- [ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks☆27Updated last year
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆56Updated 5 months ago
- ☆14Updated last year
- Graph Source Localization Library☆11Updated 4 months ago
- ☆30Updated 3 years ago
- FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)☆197Updated 2 years ago
- A Data-Driven Graph Generative Model for Temporal Interaction Networks☆34Updated 2 years ago
- [ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting☆25Updated 2 years ago
- Predicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731☆12Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆73Updated 2 years ago
- Neural Dynamics on Complex Networks☆52Updated 4 years ago
- Urban Dynamics Through the Lens of Human Mobility☆16Updated last year
- Dynamic graph/network dataset for dynamic graph/network embedding/representation☆36Updated 4 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- A Python Library for Machine Learning in Epidemic Data Modeling and Analysis☆43Updated 3 weeks ago
- ☆36Updated 6 years ago
- ☆52Updated 3 years ago
- A meta-population model for COVID19 in China☆12Updated 4 years ago
- ☆317Updated 9 months ago
- ☆42Updated 3 years ago
- Fast code for SIR on temporal networks☆25Updated 3 years ago
- ☆60Updated 4 years ago
- A Python framework for generating multilayer networks with planted mesoscale structure.☆18Updated last year
- Collection of papers relating data-driven higher-order graph/networks researches.☆69Updated 2 years ago
- ☆12Updated 2 years ago
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆89Updated 3 years ago