All functions

SL.hal9001()

Wrapper for Classic SuperLearner

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

enumerate_basis()

Enumerate Basis Functions

evaluate_basis()

Generate Basis Functions

fit_hal()

HAL: The Highly Adaptive Lasso

formula_hal()

HAL Formula: Convert formula or string to formula_HAL object.

fill_dots_helper() fill_dots()

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

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

`+`(<formula_hal9001>)

HAL Formula addition: Adding formula term object together into a single formula object term.

predict(<SL.hal9001>)

predict.SL.hal9001

predict(<hal9001>)

Prediction from HAL fits

print(<formula_hal9001>)

Print formula_hal9001 object

print(<summary.hal9001>)

Print Method for Summary Class of HAL fits

squash_hal_fit()

Squash HAL objects

summary(<hal9001>)

Summary Method for HAL fit objects