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 |