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daltoolboxdp: Deep Python Extensions for 'daltoolbox'

Extends 'daltoolbox' with Python-backed components for deep learning, scikit-learn classification, and time-series forecasting through 'reticulate'. The package provides objects that follow the 'daltoolbox' architecture while delegating model creation, fitting, encoding, and prediction to Python libraries such as 'torch' and 'scikit-learn'. In the package name, 'dp' stands for 'Deep Python'. The overall workflow is inspired by the Experiment Lines approach described in Ogasawara et al. (2009) <doi:10.1007/978-3-642-02279-1_20>.

Version: 1.2.747
Depends: R (≥ 4.1.0)
Imports: tspredit, daltoolbox, reticulate
Published: 2026-03-11
DOI: 10.32614/CRAN.package.daltoolboxdp
Author: Eduardo Ogasawara ORCID iD [aut, ths, cre], Diego Salles [aut], Janio Lima [aut], Lucas Tavares [aut], Eduardo Bezerra [ctb], CEFET/RJ [cph]
Maintainer: Eduardo Ogasawara <eogasawara at ieee.org>
BugReports: https://github.com/cefet-rj-dal/daltoolboxdp/issues
License: MIT + file LICENSE
URL: https://cefet-rj-dal.github.io/daltoolboxdp/, https://github.com/cefet-rj-dal/daltoolboxdp
NeedsCompilation: no
Materials: README
CRAN checks: daltoolboxdp results

Documentation:

Reference manual: daltoolboxdp.html , daltoolboxdp.pdf

Downloads:

Package source: daltoolboxdp_1.2.747.tar.gz
Windows binaries: r-devel: daltoolboxdp_1.2.747.zip, r-release: daltoolboxdp_1.2.747.zip, r-oldrel: daltoolboxdp_1.2.747.zip
macOS binaries: r-release (arm64): daltoolboxdp_1.2.747.tgz, r-oldrel (arm64): daltoolboxdp_1.2.747.tgz, r-release (x86_64): daltoolboxdp_1.2.747.tgz, r-oldrel (x86_64): daltoolboxdp_1.2.747.tgz
Old sources: daltoolboxdp archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=daltoolboxdp to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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