Linear Models for Prediction and Classification using Proximal Operators


[Up] [Top]

Documentation for package ‘ProxReg’ version 1.1.2

Help Pages

delete_rect rectangular hole in image
inpainting image recovery using Lasso regression
k_fold_cross k_fold_cross
lasso_fista Lasso regression with fixed step with FISTA algorithm
lasso_fista_back Lasso regression with backtraking line research with FISTA algorithm
lasso_ista Lasso regression with fixed step with ISTA algorithm
lasso_ista_back Lasso regression with backtraking line research
lasso_multi Lasso logistic regression for multinomial response variable with fixed step
lasso_multi_back Lasso regression with backtraking line research for multinomial response variable
l_CV K-Fold Cross validation for L1/L2 regression
ols Ordinary Least Square regression
ols_KCV K-Fold Cross Validation for OLS
ridge Ridge regression
softmax Softmax function for multinomial response variable