| cor | Correlation (Sparse and Dense Matrices) |
| remove_constant | Remove constant columns |
| remove_correlated | Remove highly correlated columns |
| remove_duplicate | Remove duplicate columns |
| remove_empty | Remove empty (all-zero) columns |
| remove_sparse | Remove extremely sparse columns |
| sparseprepr-package | sparseprepr: Pre Processing for Sparse Matrices |
| transform_cols | Transform matrix columns |
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