Temporally Regularized Matrix Factorization

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Documentation for package ‘TRMF’ version 0.1.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

coef.TRMF	Extract TRMF Coefficients (Fm)
components.TRMF	Access TRMF factors
create_TRMF	Create a TRMF object
fitted.TRMF	Extract TRMF fitted values.
impute_TRMF	Impute missing values in a matrix
NormalizeMatrix	Matrix Scaling
plot.TRMF	Plot Latent Time Series for a TRMF Object
predict.TRMF	Predict method for TRMF model fit
residuals.TRMF	Extract TRMF residuals
retrain	Retrain TRMF objects.
summary.TRMF	Summarize TRMF
train.TRMF	Train a TRMF model
TRMF_ar	Add an Auto-Regressive Regularization Model to a TRMF Object.
TRMF_coefficients	Add a column regularization model to TRMF object
TRMF_columns	Add a column regularization model to TRMF object
TRMF_es	Add exponential smoothing regularization model to a TRMF object.
TRMF_regression	Add external regressors to TRMF object
TRMF_seasonal	Add seasonal regularization model to a TRMF object
TRMF_simple	Add L2 regularization model to a TRMF object
TRMF_trend	Add Trend Model to a TRMF Object