flexibility

flexibility(communities)[source]

Amount a node changes community

Parameters:

communities (array) – Community array of shape (node,time)

Returns:

flex – Size with the flexibility of each node.

Return type:

array

Notes

Flexbility calculates the number of times a node switches its community label during a time series [flex-1]. It is normalized by the number of possible changes which could occur. It is important to make sure that the different community labels accross time points are not artbirary.

References

[flex-1]

Bassett, DS, Wymbs N, Porter MA, Mucha P, Carlson JM, Grafton ST. Dynamic reconfiguration of human brain networks during learning. PNAS, 2011, 108(18):7641-6.