eXascaleInfolab / GenConvNMI
Generalized Conventional Mutual Information (GenConvMI) - NMI for overlapping (soft, fuzzy) clusters (communities), compatible with standard NMI, pure C++ version (single executable)
☆20Updated 4 years ago
Alternatives and similar repositories for GenConvNMI:
Users that are interested in GenConvNMI are comparing it to the libraries listed below
- Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) fo…☆20Updated 3 years ago
- Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algor…☆16Updated 5 years ago
- Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overla…☆21Updated 4 years ago
- ☆51Updated 8 years ago
- Extended version of the Lancichinetti-Fortunato-Radicchi Benchmark for Undirected Weighted Overlapping networks to evaluate clustering al…☆84Updated last year
- overlapping nmi☆12Updated 5 years ago
- Local community detection code that implements the methods used in Think Locally, Act Locally: The Detection of Small, Medium-Sized, and …☆13Updated 6 years ago
- LEMON: A local algorithm for fast, high-precision overlapping community detection☆54Updated 7 years ago
- mixed membership stochastic block model☆13Updated 8 years ago
- A Parallel Graphlet Decomposition Library for Large Graphs☆87Updated 6 years ago
- Community mining with Speaker-Listener Label Propagation Algorithm (SLPA) for networkx graphs☆27Updated 3 years ago
- RDyn: graph benchmark handling community dynamics☆23Updated 11 months ago
- ☆137Updated 4 years ago
- Programs to identify link communities in complex networks☆96Updated 4 years ago
- CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms (ICDM'16 & KAIS'18)☆16Updated 5 months ago
- NetLSD descriptors for graphs. Compare and analyze graph structure on multiple levels!☆59Updated 5 years ago
- Omega Index for evaluation of overlapping community structure - (Python package available through pip)☆12Updated 3 years ago
- Fast consensus clustering in networks☆22Updated 7 months ago
- A novel approach to evaluate community detection algorithms on ground truth☆22Updated 3 years ago
- A package for computing Graph Kernels☆104Updated last year
- Label Propagation based Community Detection algorithm implemented using multiprocessing module in python (Please have a look at my othe…☆9Updated 14 years ago
- Dynamic community detection based on network structural perturbation and topological similarity☆12Updated 5 years ago
- DEMON: a local-first discovery method for overlapping communities.☆35Updated last year
- Python wrapper for the Kavosh network motif finder☆51Updated 10 years ago
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆70Updated 2 years ago
- Algorithms for learning network structure from effective resistances and other random-walk-based similarities.☆30Updated 7 years ago
- Reference implementation of the paper VERSE: Versatile Graph Embeddings from Similarity Measures☆130Updated 4 years ago
- C implementation of algorithms to find the Density-Friendly graph decomposition☆11Updated 5 years ago
- The implementation that infers the temporal latent spaces for a sequence of dynamic graph snapshots☆64Updated 7 years ago
- DynaMo: Dynamic Community Detection by Incrementally Maximizing Modularity☆28Updated 3 years ago