runEM: Main function to run the Variational EM algorithm
In emauryg/STRAND_R: Structural TensoR ANalysis and Decomposition (STRAND)
Description
Main function to run the Variational EM algorithm
Usage
1
runEM(init_pars, Y, X, tau = 0.01, max_iterEM = 30, max_iterE = 30)
Arguments
init_pars
Initial parameters for the variational EM algorithm
Y
count tensor with dimension 3x3x16x4x96xD, where D is the number of samples
X
design matrix with dimension number of samples x number of covariates
tau
regularization parameter for signature optimization (default: 0.01)
max_iterEM
maximum number of iterations for the overall EM algorithm
max_iterE
max number of iterations for the Expectation step
emauryg/STRAND_R documentation built on Dec. 20, 2021, 4:22 a.m.
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Description
Main function to run the Variational EM algorithm
Usage
1 | runEM(init_pars, Y, X, tau = 0.01, max_iterEM = 30, max_iterE = 30)
|
Arguments
init_pars |
Initial parameters for the variational EM algorithm |
Y |
count tensor with dimension 3x3x16x4x96xD, where D is the number of samples |
X |
design matrix with dimension number of samples x number of covariates |
tau |
regularization parameter for signature optimization (default: 0.01) |
max_iterEM |
maximum number of iterations for the overall EM algorithm |
max_iterE |
max number of iterations for the Expectation step |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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