snap: Simple Neural Application

A simple wrapper to easily design vanilla deep neural networks using a 'torch' backend for regression, classification and multi-label tasks, with some tweaks and tricks (skip shortcuts, embedding, feature selection and anomaly detection).

Version: 2.0.0
Depends: R (≥ 3.6)
Imports: torch, ggplot2 (≥ 3.3.3), dbscan (≥ 1.1-5)
Suggests: testthat (≥ 3.0.0)
Published: 2026-07-15
DOI: 10.32614/CRAN.package.snap
Author: Giancarlo Vercellino [aut, cre, cph]
Maintainer: Giancarlo Vercellino <giancarlo.vercellino at gmail.com>
License: GPL-3
URL: https://rpubs.com/giancarlo_vercellino/snap
NeedsCompilation: no
Materials: NEWS
CRAN checks: snap results

Documentation:

Reference manual: snap.html , snap.pdf

Downloads:

Package source: snap_2.0.0.tar.gz
Windows binaries: r-devel: snap_1.1.0.zip, r-release: snap_1.1.0.zip, r-oldrel: snap_1.1.0.zip
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available
Old sources: snap archive

Linking:

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