# Faster and more Efficient Lasso (than 'glmnet' and 'scalreg') with Data-Driven Tuning

## Documentation for package ‘autotune’ version 0.1.0

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

## Help Pages

autotune-package | autotune: Lasso with data-driven tuning for linear models
autotune | autotune: Lasso with data-driven tuning for linear models
autotune_lasso | Data-adaptive automatic and fast tuning of LM with Lasso regularization
coef.autotune_lasso | Extract coefficients for autotune_lasso objects
coef.autotune_lasso_path | Extract coefficients for autotune_lasso objects
plot.autotune_lasso | Plots for autotune_lasso objects
predict.autotune_lasso | Predict from a autotune_lasso fit
sp500 | S&P 500 Stock Data