How to use the infomap.infomap.MemInfomap function in infomap

To help you get started, we’ve selected a few infomap examples, based on popular ways it is used in public projects.

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github SkBlaz / Py3plex / py3plex / algorithms / community_detection / infomap / examples / python / example-multiplex.py View on Github external
from infomap import infomap

infomapWrapper = infomap.MemInfomap("--two-level --expanded")

# from (layer, node) to (layer, node) weight
infomapWrapper.addMultiplexLink(2, 1, 1, 2, 1.0)
infomapWrapper.addMultiplexLink(1, 2, 2, 1, 1.0)
infomapWrapper.addMultiplexLink(3, 2, 2, 3, 1.0)

infomapWrapper.run()

tree = infomapWrapper.tree

print("Found %d modules with codelength: %f" % (tree.numTopModules(), tree.codelength()))

print("\n#layer node module:")
for node in tree.leafIter():
	print("%d %d %d" % (node.stateIndex, node.physIndex, node.moduleIndex()))
github SkBlaz / Py3plex / py3plex / algorithms / community_detection / infomap / examples / python / example-trigram.py View on Github external
from infomap import infomap

infomapWrapper = infomap.MemInfomap("--two-level")

# Trigrams represents a path from node A through B to C.
# Add link weight as an optional fourth argument
infomapWrapper.addTrigram(0, 2, 0)
infomapWrapper.addTrigram(0, 2, 1)
infomapWrapper.addTrigram(1, 2, 1)
infomapWrapper.addTrigram(1, 2, 0)
infomapWrapper.addTrigram(1, 2, 3)
infomapWrapper.addTrigram(3, 2, 3)
infomapWrapper.addTrigram(2, 3, 4)
infomapWrapper.addTrigram(3, 2, 4)
infomapWrapper.addTrigram(4, 2, 4)
infomapWrapper.addTrigram(4, 2, 3)
infomapWrapper.addTrigram(4, 3, 3)

infomapWrapper.run()
github SkBlaz / Py3plex / py3plex / algorithms / community_detection / infomap / examples / python / example-trigram-expanded.py View on Github external
from infomap import infomap

# Notice the --expanded flag to keep the internal higher-order state nodes in the output tree
infomapWrapper = infomap.MemInfomap("--two-level --expanded")

# Trigrams represents a path from node A through B to C.
# Add link weight as an optional fourth argument
infomapWrapper.addTrigram(0, 2, 0)
infomapWrapper.addTrigram(0, 2, 1)
infomapWrapper.addTrigram(1, 2, 1)
infomapWrapper.addTrigram(1, 2, 0)
infomapWrapper.addTrigram(1, 2, 3)
infomapWrapper.addTrigram(3, 2, 3)
infomapWrapper.addTrigram(2, 3, 4)
infomapWrapper.addTrigram(3, 2, 4)
infomapWrapper.addTrigram(4, 2, 4)
infomapWrapper.addTrigram(4, 2, 3)
infomapWrapper.addTrigram(4, 3, 3)

infomapWrapper.run()

infomap

Infomap network clustering algorithm

GPL-3.0
Latest version published 5 months ago

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