The Scalable Highly Adaptive Lasso


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Documentation for package ‘hal9001’ version 0.2.7

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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