data_from_scratch | Simulates data under the PLN model with control on the... |
draw_network | Plots a network |
EdgeProba | Computing edge probabilities |
EMtree | Core computing function |
erdos | Simulates an Erdös-Renyi graph |
FitBeta | Update the beta weights according to the gradient ascent |
freq_selec | Computes edges selection frequency after resampling procedure |
generator_graph | Simulate several types of graphs |
generator_param | Generate simulation parameters from a graph adjacency matrix |
generator_PLN | Simulate count data under the Poisson log-Normal model |
Kirshner | Computing edge probabilities using Kirshner (07) formula |
Laplacian | Compute a matrix Laplacian |
Meila | Computing the M matrix |
Psi_alpha | Choice of alpha for a numerically stable psi matrix |
ResampleEMtree | Resampling procedure for edges probability |
SimCluster | Simulates a cluster graph |
SpannTree | Simulates a spanning tree graph from 'vegan'package |
StATS | Stability Approach to Threshold Selection |
SumTree | Summing over trees (Matrix Tree Theorem) |
ToSym | Makes a symmetric matrix from the vector made of its upper... |
ToVec | Makes a vector from the upper triangular part of a symmetric... |
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