NetworkScienceLab / GDM
Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. De Domenico and G. Mangioni
☆39Updated 3 years ago
Alternatives and similar repositories for GDM:
Users that are interested in GDM are comparing it to the libraries listed below
- Repository of scripts and data for the "Robustness and resilience of complex networks" paper by Oriol Artime, Marco Grassia, Manlio De Do…☆66Updated 2 months ago
- GND and GNDR network dismantling algorithm☆19Updated last year
- Code for the paper "Higher-order motif analysis in hypergraphs"☆26Updated 2 years ago
- Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)☆43Updated 3 years ago
- This page is a companion for our paper on optimal link prediction, written by Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M…☆64Updated 10 months ago
- ☆24Updated 3 years ago
- a repository for DomiRank along with some code to do efficient node removals and largest-connected-component sampling of massive networks☆38Updated 3 months ago
- This repository contains the data and the code associated to the paper "Hyper-cores promote localization and efficient seeding in higher-…☆11Updated last year
- ☆18Updated 10 months ago
- Inference of high-quality embeddings of complex networks into the hyperbolic disk.☆48Updated 2 months ago
- Fast code for SIR on temporal networks☆24Updated 3 years ago
- Data for the paper "Simplicial closure and higher-order link prediction"☆19Updated 6 years ago
- Code for generating Higher-order Network (HON) from data with higher-order dependencies☆64Updated last year
- Tutorial for the ScHoLP.jl library and reproducing results from the accompanying paper.☆40Updated 5 years ago
- This code implements the decycling and dismantling procedures devoloped in Braunstein, Alfredo, Luca Dall'Asta, Guilhem Semerjian, and L…☆17Updated 8 years ago
- Code for generative hypergraph clustering via modularity-like objective functions.☆22Updated 2 years ago
- The original library for analyzing multilayer networks.☆131Updated 5 months ago
- A package for clustering of Signed Networks☆34Updated 3 years ago
- Graph Neural Networks for Community Detection☆62Updated 4 years ago
- codes for paper named influential nodes identification in complex network via information entropy☆26Updated 5 years ago
- A Data-Driven Graph Generative Model for Temporal Interaction Networks☆34Updated 2 years ago
- Probabilistic generative model for mixed-membership community detection in hypergraphs, that also allows to infer missing hyperedges of a…☆24Updated last year
- Multilayer network tensor factorization, for community detection, link prediction and measure layer interdependence.☆41Updated 3 years ago
- RDyn: graph benchmark handling community dynamics☆23Updated 8 months ago
- HGX is a multi-purpose, open-source Python library for higher-order network analysis☆230Updated last month
- Probabilistic generative model that incorporates both the topology of interactions and node attributes to extract overlapping communities…☆42Updated last year
- ☆12Updated last year
- Source Code for Paper "Evolutionary Community Detection in Dynamic Social Networks" IJCNN 2019☆13Updated 4 years ago
- CompleX Group Interactions (XGI) is a Python package for higher-order networks.☆191Updated this week
- FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)☆192Updated last year