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GitHub topics: cluster-validation

epigen/unsupervised_analysis

A general purpose Snakemake workflow and MrBiomics module to perform unsupervised analyses (dimensionality reduction & cluster analysis) and visualizations of high-dimensional data.

Language: Python - Size: 56 MB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 26 - Forks: 4

nejci/Pepelka

Pepelka is a MATLAB toolbox for data clustering and visualization.

Language: MATLAB - Size: 38.9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

nredell/RARI

A python package which implements a distance-based extension of the adjusted Rand index for the supervised validation of 2 cluster analysis solutions

Language: Python - Size: 368 KB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

lejean2000/CLAV

An R package for cluster validation.

Language: R - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

Related Keywords
cluster-validation 4 cluster-analysis 3 visualization 2 umap 2 clustering 2 r 1 t-sne 1 rari 1 ranked-adjusted-rand-index 1 cluster-validity-index 1 ari 1 adjusted-rand-index 1 machine-learning 1 ensemble-learning 1 datasets 1 dataset-generation 1 clustering-evaluation 1 workflow 1 unsupervised-learning 1 clustering-algorithm 1 snakemake 1 principal-component-analysis 1 pca 1 leiden-algorithm 1 high-dimensional-data 1 heatmap 1 dimensionality-reduction 1 densmap 1 data-visualization 1 data-science 1 clustree 1