FFrankyy / FINDER
FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)
☆198Updated 2 years ago
Alternatives and similar repositories for FINDER:
Users that are interested in FINDER 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…☆76Updated 2 months ago
- 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
- This collection of papers can be used to summarize research about graph reinforcement learning for the convenience of researchers.☆176Updated 5 months ago
- A curated list of graph reinforcement learning papers.☆70Updated 3 years ago
- This project collects real network datasets used in published papers in the field of complex networks, and provides a simple Python code …☆31Updated 6 months ago
- a repository for DomiRank along with some code to do efficient node removals and largest-connected-component sampling of massive networks☆46Updated 3 months ago
- Source Code for Paper "Evolutionary Community Detection in Dynamic Social Networks" IJCNN 2019☆14Updated 4 years ago
- ☆12Updated 2 years ago
- DrBC: A novel graph neural network approach to identify high Betweenness Centraliy (BC) nodes ( CIKM'19 )☆32Updated 4 years ago
- Graph Source Localization Library☆11Updated 5 months ago
- GND and GNDR network dismantling algorithm☆21Updated last year
- Implementation of Learning Combinatorial Optimization Algorithms over Graphs, by Hanjun Dai et al. (2017)☆33Updated 7 years ago
- Implementation of "Overlapping Community Detection with Graph Neural Networks"☆164Updated 4 years ago
- codes for paper named influential nodes identification in complex network via information entropy☆29Updated 6 years ago
- Collection of papers relating data-driven higher-order graph/networks researches.☆69Updated 2 years ago
- The source code of a community detection method in dynamic networks for paper "IncNSA: Detecting communities incrementally from time-evol…☆27Updated 3 years 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
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Influence maximization in unknown social networks: Learning Policies for Effective Graph Sampling (official code repository)☆29Updated 2 years ago
- Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)☆159Updated 2 years ago
- ☆15Updated 2 years ago
- Graph Neural Networks for Community Detection☆63Updated 5 years ago
- Modeling complex networks: An implementation based on Python+NetworkX☆218Updated 11 months ago
- ☆37Updated 6 years ago
- Material for lectures at FIELDS Institute Summer School, August 2019.☆16Updated 5 years ago
- [DMKD-ECMLPKDD] Personalised Meta-path Generation for Heterogeneous Graph Neural Networks (https://arxiv.org/abs/2010.13735)☆10Updated 2 years ago
- GraphSAGE and GAT for link prediction.☆91Updated 5 years ago
- ☆35Updated 2 years ago
- DISCO: Influence Maximization Meets Graph Embedding and Deep Learning (a.k.a. PIANO)☆14Updated 3 years ago
- A pytorch implemention of GCN-GAN for temporal link prediction.☆104Updated 5 years ago