eXascaleInfolab / clubmarkLinks
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)
☆21Updated 4 years ago
Alternatives and similar repositories for clubmark
Users that are interested in clubmark are comparing it to the libraries listed below
Sorting:
- Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) fo…☆20Updated 3 years ago
- Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with stand…☆20Updated 4 years ago
- Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algor…☆16Updated 5 years ago
- Extended version of the Lancichinetti-Fortunato-Radicchi Benchmark for Undirected Weighted Overlapping networks to evaluate clustering al…☆85Updated last year
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆70Updated 2 years ago
- ☆51Updated 8 years ago
- TILES: an algorithm for community discovery in dynamic social networks☆59Updated last year
- LEMON: A local algorithm for fast, high-precision overlapping community detection☆54Updated 7 years ago
- A collection of Python scripts that implement various graph clustering algorithms, specifically for identifying protein complexes from pr…☆93Updated 6 years ago
- ☆141Updated 4 years ago
- Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)☆87Updated 10 months ago
- Implementation of "Overlapping Community Detection with Graph Neural Networks"☆165Updated 4 years ago
- An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)☆133Updated 2 years ago
- Implements the bigCLAM algorithm☆52Updated 5 years ago
- Timerank: Tracking the Evolution of Communities in Dynamic Social Networks☆22Updated 7 years ago
- Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (…☆210Updated 3 years ago
- RDyn: graph benchmark handling community dynamics☆23Updated last year
- Source code for EvalNE, a Python library for evaluating Network Embedding methods.☆106Updated last year
- Community Detection in Graphs (master's degree short project)☆40Updated 3 years ago
- Multilayer network tensor factorization, for community detection, link prediction and measure layer interdependence.☆43Updated 4 years ago
- DynaMo: Dynamic Community Detection by Incrementally Maximizing Modularity☆28Updated 3 years ago
- The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).☆260Updated 2 years ago
- Reference implementation of the paper VERSE: Versatile Graph Embeddings from Similarity Measures☆130Updated 4 years ago
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆125Updated 2 years ago
- An implementation of "Community Preserving Network Embedding" (AAAI 2017)☆121Updated 2 years ago
- Implementation of the paper "Community Detection with Graph Neural Networks", [1] in Pytorch☆37Updated 7 years ago
- Python wrapper for the Kavosh network motif finder☆52Updated 10 years ago
- Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".☆174Updated 2 years ago
- A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".☆187Updated 2 years ago
- A novel approach to evaluate community detection algorithms on ground truth☆22Updated 3 years ago