GGiecold-zz / Cluster_Ensembles
A package for combining multiple partitions into a consolidated clustering. The combinatorial optimization problem of obtaining such a consensus clustering is reformulated in terms of approximation algorithms for graph or hyper-graph partitioning.
☆69Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Cluster_Ensembles
- Code for ensemble clustering☆102Updated 3 years ago
- Integrative orthogonal non-negative matrix factorization☆32Updated 5 years ago
- A collection of Python scripts that implement various graph clustering algorithms, specifically for identifying protein complexes from pr…☆94Updated 6 years ago
- Hierarchical graph clustering☆37Updated 6 years ago
- generalized principal component analysis (GLM-PCA) implemented in python☆57Updated 3 years ago
- Fast methods for non-negative matrix tri-factorization☆15Updated 5 years ago
- Python translation of the hybrid dynamicTreeCut method as created by Peter Langfelder and Bin Zhang.☆38Updated 3 years ago
- OhmNet: Representation learning in multi-layer graphs☆79Updated 4 years ago
- markov clustering in python☆170Updated 2 years ago
- An extended package for clustering similarity☆64Updated 5 months ago
- Bayesian Factorization with Side Information in C++ with Python wrapper☆41Updated 2 years ago
- Here I explain the math behind UMAP and show how to program it from scratch in Python☆38Updated 3 years ago
- Python Matrix Factorization Module☆14Updated 7 years ago
- Python Wrapper for FIt-SNE☆45Updated 3 years ago
- scikit-fusion: Data fusion via collective latent factor models☆144Updated last year
- Tools for building and manipulating graphs in Python☆41Updated last year
- Deep Graph Mapper: Seeing Graphs through the Neural Lens☆54Updated last year
- Graph regularized nonnegative matrix factorization (GNMF) in Python☆45Updated 4 years ago
- Python implementation of Kohler et al.'s random walk with restart☆29Updated 6 years ago
- Python port of the Unidip clustering algorithm from: http://www.kdd.org/kdd2016/subtopic/view/skinny-dip-clustering-in-a-sea-of-noise☆36Updated last year
- Python code for "Fast Bayesian nonnegative matrix factorisation and tri-factorisation", presented at NIPS 2016 Workshop on Advances in Ap…☆20Updated 6 years ago
- Python, R and Matlab implementation of Brown's Method to combine dependent P-values☆25Updated 6 years ago
- ☆37Updated 6 years ago
- Here we address the global structure preservation by tSNE and UMAP☆47Updated 4 years ago
- NetLSD descriptors for graphs. Compare and analyze graph structure on multiple levels!☆60Updated 4 years ago
- Semi-Supervised t-SNE using a Bayesian prior based on partial labelling☆42Updated 8 years ago
- A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overla…☆139Updated 3 years ago
- ☆15Updated last year
- ☆64Updated 4 years ago
- Collapsed Variational Bayes☆67Updated 5 years ago