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mintyr: Grouped and Nested Data Pipelines Built on 'data.table'
A toolkit for grouped and nested data pipelines built on 'data.table': import many Excel / CSV files (including multi-row headers) into one table, reshape and nest data by trait and group, run reproducible (stratified) k-fold cross-validation inside every group, summarise groups with report-ready descriptive statistics, and write each piece back to its own file or sheet. Developed for animal breeding, where it prepares phenotypic files for 'ASReml-R', 'HIBLUP' or 'DMU', but useful for any multi-group, multi-variable analysis.
Getting started
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Package details |
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| Author | Guo Meng [aut, cre], Guo Meng [cph] |
| Maintainer | Guo Meng <tony2015116@163.com> |
| License | MIT + file LICENSE |
| Version | 0.2.0 |
| URL | https://tony2015116.github.io/mintyr/ https://github.com/tony2015116/mintyr |
| Package repository | View on CRAN |
| Installation |
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