Man pages for iilasso
Independently Interpretable Lasso
| covC | calculate covariance matrix |
| covCdaC | Optimize a linear regression model by coordinate descent... |
| covCdaC2 | (Experimental) Optimize an ULasso linear regression problem... |
| cov_cda_r | Optimize a linear regression model by coordinate descent... |
| cov_cda_r2 | (Experimental) Optimize a ULasso linear regression model by... |
| cov_lasso | Fit a linear regression model using a covariance matrix |
| cv_lasso | Fit a model using a design matrix with cross validation |
| lasso | Fit a model using a design matrix |
| logitCdaC | Optimize a logistic regression model by coordinate descent... |
| logitCdaC2 | (Experimental) Optimize an ULasso logistic regression problem... |
| logit_cda_r | Optimize a logistic regression model by coordinate descent... |
| logit_cda_r2 | (Experimental) Optimize a ULasso logistic regression model by... |
| logit_lasso | Fit a logistic regression model using a design matrix |
| plot_cv_lasso | Plot a cross validation error path |
| plot_lasso | Plot a solution path |
| predict_lasso | Predict responses |
| setup_lambda | Set up a lambda sequence |
| soft_threshold | soft thresholding function |
| softThresholdC | soft thresholding function |
| update_lasso | update rule function |
| updateLassoC | update rule function |
