Man pages for dmolitor/umbrella
A conglomeration of modeling and data munging functionality
| as_numeric | Convert vectors (including factors) to numeric. |
| assert | Create assertions with custom error messages. |
| bolasso | Bootstrapped LASSO (Bolasso) for regression and... |
| formula_lhs | Pull the LHS of a formula. |
| formula_rhs | Pull the RHS of a formula including '~'. |
| initialize_parallel | Initialize parallel processing |
| is_binary | Check if vector-like object is binary. |
| is_sparseMatrix | Check if object is a Sparse Matrix |
| lasso | LASSO for regression and classification. |
| mode | Find the modal value of a vector. |
| na_ref | Convert vector-like object to a factor with NA as reference... |
| remove_duplicates | Remove duplicate coumns from matrices or dataframes |
| rf | Runs random forest with grid-search for hyper parameters. |
| shuffle | Shuffles standard data objects. |
| sort_factor | Set sorted factor levels. Specify specific base level if... |
| sparsity | Checks the sparsity of each column of a dataframe, matrix, or... |
| standardize | Standardizes vector, dataframe, or matrix. |
| strat_sample_boot | Returns N stratified bootstrap samples of a dataframe. |
| train_test_validate | Create a train, test, and validation split of a dataset. |
