# The Scalable Highly Adaptive Lasso

## Documentation for package ‘hal9001’ version 0.2.7

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

## Help Pages

apply_copy_map | Apply copy map
as_dgCMatrix | Fast Coercion to Sparse Matrix
basis_list_cols | List Basis Functions
basis_of_degree | Compute Degree of Basis Functions
cv_lasso | Cross-validated Lasso on Indicator Bases
cv_lasso_early_stopping | Cross-validated LASSO on Indicator Bases
enumerate_basis | Enumerate Basis Functions
evaluate_basis | Generate Basis Functions
fit_hal | HAL: The Highly Adaptive Lasso
hal9000 | HAL 9000 Quotes
hal9001 | hal9001
hal_quotes | HAL9000 Quotes from "2001: A Space Odyssey"
index_first_copy | Find Copies of Columns
lassi_fit_module | Rcpp module: lassi_fit_module
lassi_origami | Single Lasso estimation for cross-validation with Origami
make_basis_list | Sort Basis Functions
make_copy_map | Build Copy Maps
make_design_matrix | Build HAL Design Matrix
make_reduced_basis_map | Mass-based reduction of basis functions
meets_basis | Compute Values of Basis Functions
predict.hal9001 | Prediction from HAL fits
predict.SL.hal9001 | predict.SL.hal9001
SL.hal9001 | Wrapper for Classic SuperLearner
squash_hal_fit | Squash HAL objects
summary.hal9001 | Summary of HAL fits