A simple R implementation of the phenograph [PhenoGraph](http:// www.cell.com/cell/abstract/S0092-8674(15)00637-6) algorithm, which is a clustering method designed for high-dimensional single-cell data analysis. It works by creating a graph ("network") representing phenotypic similarities between cells by calclating the Jaccard coefficient between nearest-neighbor sets, and then identifying communities using the well known ["Louvain method"] (https://sites.google.com/site/findcommunities/) in this graph.
Package details |
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Author | Hao Chen |
Maintainer | Hao Chen <chen_hao@immunol.a-star.edu.sg> |
License | Artistic-2.0 |
Version | 0.99.1 |
Package repository | View on GitHub |
Installation |
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