List of all classes, functions and methods in python-igraph

module documentation

Undocumented

Function | `_bipartite_projection` |
Projects a bipartite graph into two one-mode graphs. Edge directions are ignored while projecting. |

Function | `_bipartite_projection_size` |
No summary |

Function | `_maximum_bipartite_matching` |
Finds a maximum matching in a bipartite graph. |

def _bipartite_projection(graph, types='type', multiplicity=True, probe1=-1, which='both'):

Projects a bipartite graph into two one-mode graphs. Edge directions are ignored while projecting.

Examples:

>>> g = Graph.Full_Bipartite(10, 5) >>> g1, g2 = g.bipartite_projection() >>> g1.isomorphic(Graph.Full(10)) True >>> g2.isomorphic(Graph.Full(5)) True

Parameters | |

graph | Undocumented |

types | an igraph vector containing the vertex types, or an attribute name. Anything that evalulates to False corresponds to vertices of the first kind, everything else to the second kind. |

multiplicity | if True, then igraph keeps the multiplicity of the edges in the projection in an edge attribute called "weight". E.g., if there is an A-C-B and an A-D-B triplet in the bipartite graph and there is no other X (apart from X=B and X=D) for which an A-X-B triplet would exist in the bipartite graph, the multiplicity of the A-B edge in the projection will be 2. |

probe1 | this argument can be used to specify the order of the projections in the resulting list. If given and non-negative, then it is considered as a vertex ID; the projection containing the vertex will be the first one in the result. |

which | this argument can be used to specify which of the two projections should be returned if only one of them is needed. Passing 0 here means that only the first projection is returned, while 1 means that only the second projection is returned. (Note that we use 0 and 1 because Python indexing is zero-based). False is equivalent to 0 and True is equivalent to 1. Any other value means that both projections will be returned in a tuple. |

Returns | |

a tuple containing the two projected one-mode graphs if which is not 1 or 2, or the projected one-mode graph specified by the which argument if its value is 0, 1, False or True. |

def _bipartite_projection_size(graph, types='type', *args, **kwds):

Calculates the number of vertices and edges in the bipartite projections of this graph according to the specified vertex types. This is useful if you have a bipartite graph and you want to estimate the amount of memory you would need to calculate the projections themselves.

Parameters | |

graph | Undocumented |

types | an igraph vector containing the vertex types, or an attribute name. Anything that evalulates to False corresponds to vertices of the first kind, everything else to the second kind. |

*args | Undocumented |

**kwds | Undocumented |

Returns | |

a 4-tuple containing the number of vertices and edges in the first projection, followed by the number of vertices and edges in the second projection. |

def _maximum_bipartite_matching(graph, types='type', weights=None, eps=None):

Finds a maximum matching in a bipartite graph.

A maximum matching is a set of edges such that each vertex is incident on at most one matched edge and the number (or weight) of such edges in the set is as large as possible.

Parameters | |

graph | Undocumented |

types | vertex types in a list or the name of a vertex attribute holding vertex types. Types should be denoted by zeros and ones (or False and True) for the two sides of the bipartite graph. If omitted, it defaults to type, which is the default vertex type attribute for bipartite graphs. |

weights | edge weights to be used. Can be a sequence or iterable or even an edge attribute name. |

eps | a small real number used in equality tests in the weighted bipartite matching algorithm. Two real numbers are considered equal in the algorithm if their difference is smaller than this value. This is required to avoid the accumulation of numerical errors. If you pass None here, igraph will try to determine an appropriate value automatically. |

Returns | |

an instance of `Matching` . |