All functions |
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mimiSBM model for fixed K and Q |
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Clustering Matrix : One hot encoding |
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mimiSBM Evidence Lower BOund |
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Create probality-component list for clustering per view component. |
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Variational Bayes Expectation Maximization |
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Diagonal coefficient to 0 on each slice given the 3rd dimension. |
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SBM on each layer |
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SBM on each layer - parallelized |
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Initialization of mimiSBM parameters |
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Label Switching |
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log softmax of matrices (by row) |
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Mixture of Multilayer Integrator SBM (mimiSBM) |
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Calculation of Log multinomial Beta value. |
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One Hot Encoding with Error machine |
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Create a link between final clustering and clustering per view component. |
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Plot adjacency matrices |
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Simulate data from the mimiSBM generative model. |
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Simulation of mixture multilayer Stochastick block model |
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Sort the clustering matrix |
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Transposition of an array |
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Upper triangular Matrix/Array |
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Update of bayesian parameter beta |
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Update of bayesian parameter eta |
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Update of bayesian parameter tau |
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Update of bayesian parameter theta |
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Update of bayesian parameter u |
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Update of bayesian parameter xi |