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