Man pages for hal9001
The Scalable Highly Adaptive Lasso
| 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 |
| calc_pnz | Calculate Proportion of Nonzero Entries |
| calc_xscale | Calculating Centered and Scaled Matrices |
| enumerate_basis | Enumerate Basis Functions |
| enumerate_edge_basis | Enumerate Basis Functions at Generalized Edges |
| evaluate_basis | Generate Basis Functions |
| fit_hal | HAL: The Highly Adaptive Lasso |
| formula_hal | HAL Formula: Convert formula or string to 'formula_HAL'... |
| generate_all_rules | Generates rules based on knot points of the fitted HAL basis... |
| 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 |
| num_knots_generator | A default generator for the 'num_knots' argument for each... |
| plus-.formula_hal9001 | HAL Formula addition: Adding formula term object together... |
| 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 |
| quantizer | Discretize Variables into Number of Bins by Unique Values |
| SL.hal9001 | Wrapper for Classic SuperLearner |
| squash_hal_fit | Squash HAL objects |
| summary.hal9001 | Summary Method for HAL fit objects |
