dress.graph: DRESS - A Continuous Framework for Structural Graph Refinement
DRESS is a deterministic, parameter-free framework that iteratively refines the structural similarity of edges in a graph to produce a canonical fingerprint: a real-valued edge vector, obtained by converging a non-linear dynamical system to its unique fixed point. The fingerprint is isomorphism-invariant by construction, guaranteed bitwise-equal across any vertex labeling, numerically stable (no overflow, no error amplification, no undefined behavior), fast and embarrassingly parallel to compute: DRESS total runtime is O(I * m * d_max) for I iterations to convergence, and convergence is guaranteed by Birkhoff contraction.
| Version: | 0.6.2 |
| Published: | 2026-03-23 |
| 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 |
Documentation:
| Reference manual: | dress.graph.html , dress.graph.pdf |
Downloads:
| Package source: | dress.graph_0.6.2.tar.gz |
| Windows binaries: | r-devel: dress.graph_0.6.2.zip, r-release: dress.graph_0.6.2.zip, r-oldrel: dress.graph_0.6.2.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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