# The Scalable Highly Adaptive Lasso

## Documentation for package ‘hal9001’ version 0.4.3

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

## Help Pages

+.formula_hal9001 | HAL Formula addition: Adding formula term object together into a single formula object term.
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
fill_dots | Formula Helpers
fill_dots_helper | Formula Helpers
fit_hal | HAL: The Highly Adaptive Lasso
formula_hal | HAL Formula: Convert formula or string to 'formula_HAL' object.
formula_helpers | Formula Helpers
h | HAL Formula term: Generate a single term of the HAL basis
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
lassi_predict | Prediction from a Lassi Model
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
print.formula_hal9001 | Print formula_hal9001 object
print.summary.hal9001 | Print Method for Summary Class of HAL fits
SL.hal9001 | Wrapper for Classic SuperLearner
squash_hal_fit | Squash HAL objects
summary.hal9001 | Summary Method for HAL fit objects