TemporalNetworks.jl is a package to construct and analyze graphs/networks that vary in time. The instances MultilayerGraph, SpectralPartition and SEBAPartition construct temporal networks, find partitions using spacetime spectral partitioning and disentangle them using SEBA respectively. More details in the
Simple example:
- Construct a spacetime network with a cluster transition architecture:
list = [0,2] # Transitition from unclustered to two emerging clusters.
degrees = nothing; η = 0.8; clusters = nothing
block = BlockGraph(20, 15, list, η, clusters, degrees)
W1 = block()- Create instances and analyse:
mlgraph = MultilayerGraph(W1)
partition = SpectralPartition(mlgraph)
seba_part = SEBAPartition(partition,2)- Plot eigenvectors and SEBA vectors
plot(plot(partition)[1:6]...)
plot(plot(seba_part)...)
