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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