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Paket: python3-leidenalg (0.10.2-1build2)

Python3 implementation of the Leiden algorithm in C++

This package implements the Leiden algorithm in C++ and exposes it to Python. It relies on igraph for it to function. Besides the relative flexibility of the implementation, it also scales well, and can be run on graphs of millions of nodes (as long as they can fit in memory). The core function is find_partition which finds the optimal partition using the Leiden algorithm, which is an extension of the Louvain algorithm for a number of different methods. The methods currently implemented are 

 1. modularity,
 2. Reichardt and Bornholdt's model using the configuration null model
    and the Erdös-Rényi null model,
 3. the Constant Potts model (CPM),
 4. Significance and finally
 5. Surprise.

In addition, it supports multiplex partition optimisation allowing community detection on for example negative links or multiple time slices. There is the possibility of only partially optimising a partition, so that some community assignments remain fixed. It also provides some support for community detection on bipartite graphs.

python3-leidenalg ile İlgili Diğer Paketler

  • bağımlılıklar
  • tavsiye edilen
  • önerilen
  • dep: libc6 (>= 2.14) [amd64]
    GNU C Library: Shared libraries
    ayrıca şunun tarafından sağlanan bir sanal paket libc6-udeb
    dep: libc6 (>= 2.17) [arm64, ppc64el]
    dep: libc6 (>= 2.27) [riscv64]
    dep: libc6 (>= 2.4) [armhf]
  • dep: libgcc-s1 (>= 3.0) [riscv64]
    GCC support library
    dep: libgcc-s1 (>= 3.3.1) [armhf, riscv64 değil]
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libigraph3t64 (>= 0.10.0)
    library for creating and manipulating graphs
  • dep: liblibleidenalg1 (>= 0.11.1)
    implementation of the Leiden algorithm in C++ - library
  • dep: libstdc++6 (>= 13.1)
    GNU Standard C++ Library v3
  • dep: python3
    interactive high-level object-oriented language (default python3 version)
    dep: python3 (>= 3~)
  • dep: python3-igraph (>= 0.10)
    High performance graph data structures and algorithms (Python 3)
  • dep: python3-pkg-resources
    Package Discovery and Resource Access using pkg_resources

python3-leidenalg indir

Tüm mevcut mimariler için indir
Mimari Paket Boyutu Kurulu Boyut Dosyalar
amd64 49,3 kB258 kB [dosya listesi]
arm64 49,0 kB265 kB [dosya listesi]
armhf 47,7 kB235 kB [dosya listesi]
ppc64el 50,0 kB266 kB [dosya listesi]
riscv64 49,5 kB253 kB [dosya listesi]