NetworkX

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NetworkX (NX) is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.

Features:

  • Allows for 1M+ nodes, 10M+ edges
  • Includes standard graph-theoretic and statistical physics functions
  • Easy exchange of network algorithms between applications, disciplines, and platforms
  • Includes many classic graphs and synthetic networks
  • Nodes and edges can be "anything" (e.g. time-series, text, images, XML records)
  • Exploits existing code from high-quality legacy software in C, C++, Fortran, etc.
  • Open source (encourages community input)
  • Unit-tested

More info on the NetworkX homepage.

TODO:

  • check which formats it accepts as input.
  • check if it comes with datasets ready to use.
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