R: Create (Advanced) Coupled Matrix and Tensor Factorization Models

# Create (Advanced) Coupled Matrix and Tensor Factorization Models

## Documentation for package ‘CMTFtoolbox’ version 1.0.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

acmtfr_fg | Calculate function value of ACMTF
acmtfr_fun | Calculate function value of ACMTF
acmtfr_gradient | Calculate gradient of ACMTF model.
ACMTFR_modelSelection | Model selection for ACMTFR
acmtfr_opt | Advanced coupled matrix and tensor factorizations
acmtf_fg | Function value and gradient calculation for ACMTF
acmtf_fun | Calculate function value of ACMTF
acmtf_gradient | Calculate gradient of ACMTF model.
ACMTF_modelSelection | Model selection for ACMTF
acmtf_opt | Advanced coupled matrix and tensor factorizations
cmtf_fg | Function value and gradient calculation for CMTF
cmtf_fun | Calculate function value of CMTF
cmtf_gradient | Calculate gradient of CMTF model.
cmtf_opt | Coupled matrix and tensor factorizations
computeFMS | Compute Factor Match Score for two models.
degenScore | degenScore
fac_to_vect | Vectorize Fac object
FMS_cv | Compute Factor Match Score for two models.
FMS_random | Compute Factor Match Score for two models.
Georgiou2025 | Georgiou2025 Apical Periodontitis data
initializeACMTF | Initialize input vectors for the ACMTF algorithm
initializeCMTF | Initialize input vectors for the CMTF algorithm
normalizeFac | Normalize all vectors in model output Fac object to norm 1.
npred | Predict Y for new data by projecting the data onto the latent space defined by an ACMTF-R model.
reinflateFac | Reinflate all datablocks from a model Fac object.
reinflateMatrix | Create a matrix from a matrix of scores and loadings similar to a component model.
reinflateTensor | Create a tensor out of a set of matrices similar to a component model.
removeTwoNormCol | Remove two-norms column-wise from a matrix
setupCMTFdata | Set up datasets for (A)CMTF input
vect_to_fac | Convert vectorized output of (a)cmtf to a Fac list object with all loadings per mode.