R: Linear Models for Prediction and Classification using Proximal Operators

# Linear Models for Prediction and Classification using Proximal Operators

## Documentation for package ‘ProxReg’ version 1.1.2

- DESCRIPTION file
- User guides, package vignettes and other documentation

## 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