GetSampleMultiplex()
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Get a sample of a Multiplex |
BuildExtendedEdgelistFromSupraAdjacencyMatrix()
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Builds extended edgelist from supra-adjacency matrix |
BuildLayersTensor()
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Build layers tensor |
BuildSupraAdjacencyMatrixFromEdgeColoredMatrices()
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Build supra-adjacency matrix from edge-colored matrices |
BuildSupraAdjacencyMatrixFromExtendedEdgelist()
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Build supra-adjacency matrix from edge lists |
SupraAdjacencyToBlockTensor()
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Return block tensor from supra-adjacency matrix |
SupraAdjacencyToNetworkList()
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Return a list of igraph objects corresponding to layers |
SupraAdjacencyToNodesTensor()
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Return nodes tensor from supra-adjacency matrix |
buildMultilayerNetworkFromMuxvizFiles()
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Return a Multilayer Network from Muxviz files |
binarizeMatrix()
|
Binarize a matrix |
GetMultiAuthCentrality()
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Calculates Multi-Authority-Centrality |
GetMultiClosenessCentrality()
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Returns Multi Closeness Centrality |
GetMultiDegree()
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Return total multi-degree, not accounting for interlinks |
GetMultiDegreeSum()
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Return the Sum of total multi-degree, include multiple times the interlinks |
GetMultiEigenvectorCentrality()
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Calculates Multi-Eigenvector-Centrality |
GetMultiHubCentrality()
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Calculates Multi-Hub-Centrality |
GetMultiInDegree()
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Return the multi-in-degree, not accounting for interlinks |
GetMultiInDegreeSum()
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Return the Sum of multi-in-degree, include multiple times the interlinks |
GetMultiInStrength()
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Return the multi-in-Strength, not accounting for interlinks |
GetMultiInStrengthSum()
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Return the Sum of multi-in-Strength, include multiple times the interlinks |
GetMultiKCoreCentrality()
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Calculates Multi-KCore Centrality. Computes centrality in each layer separately and then get the max per node. |
GetMultiKatzCentrality()
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Calculates Multi-Katz Centrality |
GetMultiOutDegree()
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Return the multi-out-degree, not accounting for interlinks |
GetMultiOutDegreeSum()
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Return the Sum of multi-out-degree, include multiple times the interlinks |
GetMultiOutStrength()
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Return the multi-out-Strength, not accounting for interlinks |
GetMultiOutStrengthSum()
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Return the Sum of multi-out-Strength, include multiple times the interlinks |
GetMultiPageRankCentrality()
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Calculates Multi-PageRank-Centrality (based on Multi-RandomWalk-Centrality) |
GetMultiPathStatistics()
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Return statistics based on multilayer paths |
GetMultiRWCentrality()
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Returns Multi Random Walk Centrality |
GetMultiStrength()
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Return total multi-strength |
GetMultiStrengthSum()
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Return the Sum of total multi-Strength, include multiple times the interlinks |
GetMultiplexityCentrality()
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Calculates Multiplexity Centrality. |
getVersatilityProfile()
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Return the Versatility Profile for a given centrality |
GetConnectedComponents()
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Return the component assignment for each node |
GetGiantConnectedComponent()
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Return the largest connected component |
GetGiantIntersectionComponent()
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Return the largest connected component obtained by intersecting LCC of each layer. Assumption: the network is an edge-colored multigraph |
GetGiantIntersectionComponentFromNetworkList()
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Return the largest connected component obtained by intersecting LCC of each layer. Assumption: the network is an edge-colored multigraph |
GetGiantViableComponent()
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Return the largest viable cluster |
GetGiantViableComponentFromNetworkList()
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Return the largest viable cluster from network list. Assumption: the network is an edge-colored multigraph |
GetMultilayerCommunities_Infomap()
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Return multilayer communities for interconnected multilayer networks |
GetMultiplexCommunities_Infomap()
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Return multilayer communities. INFOMAP wrapper |
GetMultilayerMotifs()
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Return the multilayer motifs.
Note that even if inter-links are present, they will be neglected and the network treated as an edge-colored multigraph |
GetMultilayerMotifsFromNetworkList()
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Calculates the Motifs of a Multilayer from a network list |
GetMonoplexTriads()
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Return the closed triangles from a monoplex network |
GetMultiplexTriads()
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Return the closed triangles in single layers, aggregate and multilayer network, but working directly with tensors |
GetMultiplexTriadsFromNetworkList()
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Return the closed triangles in single layers, aggregate and multilayer network |
GetLaplacianMatrix()
|
Network combinatorial Laplacian |
GetNormalizedLaplacianMatrix()
|
Network normalized Laplacian |
BuildSupraTransitionMatrixFromSupraAdjacencyMatrix()
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Build the supra-transition matrix for a multilayer network |
BuildTransitionMatrixFromEdgeColoredMatrices()
|
Random walk transition matrix for an edge-coloured network.
Given the node tensor for the edge-coloured multi-layer network
the function builds the supra transition matrix for a discrete time RW. |
BuildTransitionMatrixFromSingleLayer()
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Returns a Transition Matrix from a single Layer |
GetCoverageEvolutionMultilayer()
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Get the Coverage Evolution of a Multilayer Network |
GetCoverageEvolutionEdgeColored()
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Get the Coverage Evolution of an edge-colored network |
GetCoverageEvolutionSingleLayer()
|
Get the Coverage Evolution of a single-layer network |
CanonicalVector()
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Return the ith canonical vector of a N-dimesnion basis |
GetConfigurationModelTypeIFromNetworkList()
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Generate random multiplex networks with fixed degree sequences, while destroying intra-layer degree correlations, but not inter-layer ones |
GetConfigurationModelTypeIIFromNetworkList()
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Generate random multiplex networks with fixed degree sequences, while destroying both intra- and inter-layer degree correlations |
BuildDensityMatrixBGS()
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Calculate the density matrix from an adjacency matrix |
GetEigenvaluesOfDensityMatrix()
|
Calculate the eigenvalues of a density matrix |
GetEigenvaluesOfDensityMatrixFromAdjacencyMatrix()
|
Calculate the eigenvalues of a density matrix from an adjacency matrix |
GetInterAssortativityTensor()
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Return Assortativity Inter-layer values |
GetJensenShannonDivergence()
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Calculate the Jensen-Shannon Divergence of two networks |
GetLargestEigenv()
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Gets the largest Eigenvalue from a Matrix. A warning is raised if complex numbers emerge. |
GetLocalClustering()
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Calculate Local Clustering Coefficient |
GetMultilayerReducibility()
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Calculate the Reducibility of a multilayer network |
GetRenyiEntropyFromAdjacencyMatrix()
|
Calculate the quantum Renyi entropy of a network |
GetRewiredLayerWithOverlappingEdges()
|
Generate multiplex networks with given amount of edge overlapping |
GetSPSimilarityMatrix()
|
Returns pairwise similarity based on Frobenius norm |
MultiShortestPathFromNode()
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Return the Shortest-Path from given node to other nodes, with option for counting replicates |
ShortestPathFromNode()
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Return the Shortest-Path from the given node to other nodes |
SolveEigenvalueProblem()
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Return the matrix of eigenvectors (Q) and the diagonal matrix of eigenvalues (L) as well as a vector with ordered eigenvalues (E) |