splitGraph: Dataset Dependency Graphs for Leakage-Aware Evaluation
Represent biomedical dataset structure as typed dependency graphs so that sample provenance, repeated-measure structure, study design, batch effects, and temporal relationships are explicit and inspectable. Validates dataset structure, detects sample-level overlap, derives deterministic split constraints, and produces a tool-agnostic split specification for leakage-aware evaluation workflows.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | graphics, igraph |
| Suggests: | knitr, pkgload, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-04-21 |
| DOI: | 10.32614/CRAN.package.splitGraph (may not be active yet) |
| Author: | Selcuk Korkmaz 
[aut, cre] |
| Maintainer: | Selcuk Korkmaz <selcukorkmaz at gmail.com> |
| BugReports: | https://github.com/selcukorkmaz/splitGraph/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/selcukorkmaz/splitGraph |
| NeedsCompilation: | no |
| Citation: | splitGraph citation info |
| Materials: | README, NEWS |
| CRAN checks: | splitGraph results |
Documentation:
| Reference manual: | splitGraph.html , splitGraph.pdf |
| Vignettes: |
splitGraph: From Metadata to Leakage-Aware Split Design (source, R code) |
Downloads:
| Package source: | splitGraph_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): splitGraph_0.1.0.tgz, r-oldrel (x86_64): splitGraph_0.1.0.tgz |
Linking:
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