Fast, Accurate and Automatic Tuning Parameter Selection for
Lasso
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Documentation for package ‘autotune’ version 0.1.1
Help Pages
| autotune-package | Autotune: fast, accurate, and automatic tuning parameter selection for LASSO |
| autotune | Autotune: fast, accurate, and automatic tuning parameter selection for LASSO |
| 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 |