dress.graph: DRESS - A Continuous Framework for Structural Graph Refinement
DRESS is a deterministic, parameter-free framework for continuous structural graph refinement. It iterates a nonlinear dynamical system on real-valued edge similarities and produces a graph fingerprint as a sorted edge-value vector once the iteration reaches a prescribed stopping criterion. The resulting fingerprint is self-contained, isomorphism-invariant by construction, reproducible across vertex labelings under the reference implementation, numerically robust in practice, and efficient to compute with straightforward parallelization and distribution.
| Version: | 0.8.3 |
| Depends: | R (≥ 3.5.0) |
| Published: | 2026-05-05 |
| DOI: | 10.32614/CRAN.package.dress.graph |
| Author: | Eduar Castrillo Velilla
 [aut, cre] |
| Maintainer: | Eduar Castrillo Velilla <velicast at outlook.com> |
| BugReports: | https://github.com/velicast/dress-graph/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/velicast/dress-graph, https://velicast.github.io/dress-graph/ |
| NeedsCompilation: | yes |
| SystemRequirements: | OpenMP, CUDA Toolkit (optional, for GPU acceleration) |
| Materials: | README |
| CRAN checks: | dress.graph results [issues need fixing before 2026-05-19] |
Documentation:
| Reference manual: | dress.graph.html , dress.graph.pdf |
Downloads:
| Package source: | dress.graph_0.8.3.tar.gz |
| Windows binaries: | r-devel: dress.graph_0.8.3.zip, r-release: dress.graph_0.8.3.zip, r-oldrel: dress.graph_0.8.3.zip |
| macOS binaries: | r-release (arm64): dress.graph_0.6.2.tgz, r-oldrel (arm64): dress.graph_0.6.2.tgz, r-release (x86_64): dress.graph_0.6.2.tgz, r-oldrel (x86_64): dress.graph_0.6.2.tgz |
| Old sources: | dress.graph archive |
Linking:
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