leiden.community

Leiden algorithm community detection
Detects communities using Leiden algorithm (implementation copied from https://github.com/vtraag/leidenalg)

An R interface to the Leiden algorithm, an iterative community detection algorithm on networks. The algorithm is designed to converge to a partition in which all subsets of all communities are locally optimally assigned, yielding communities guaranteed to be connected. The implementation proves to be fast, scales well, and can be run on graphs of millions of nodes (as long as they can fit in memory). The original implementation was constructed as a python interface "leidenalg" found here: <https://github.com/vtraag/leidenalg>. The algorithm was originally described in Traag, V.A., Waltman, L. & van Eck, N.J. "From Louvain to Leiden: guaranteeing well-connected communities". Sci Rep 9, 5233 (2019) <doi:10.1038/s41598-019-41695-z>.

Evan Biederstedt

leidenAlg

Implements the Leiden Algorithm via an R Interface

Peter Kharchenko

Viktor Petukhov

Yichen Wang

V.A. Traag

Gábor Csárdi

Tamás Nepusz

Minh Van Nguyen

leiden.community function

<dl><dt>graph</dt>
<dd>graph on which communities should be detected</dd>
<dt>resolution</dt>
<dd>resolution parameter (default=1.0) - higher numbers lead to more communities</dd>
<dt>n.iterations</dt>
<dd>number of iterations that the algorithm should be run for (default=2)</dd></dl>

Arguments

Leiden algorithm community detection
Detects communities using Leiden algorithm (implementation copied from https://github.com/vtraag/leidenalg) — leiden.community

<dl>

<dt>graph</dt>
<dd>graph on which communities should be detected</dd>


<dt>resolution</dt>
<dd>resolution parameter (default=1.0) - higher numbers lead to more communities</dd>


<dt>n.iterations</dt>
<dd>number of iterations that the algorithm should be run for (default=2)</dd>

</dl>

leiden.community: Leiden algorithm community detection Detects communities using Leiden algorithm (implementation copied from https://github.com/vtraag/leidenalg)

Description

Usage

Value

Arguments

Examples