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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 |
| 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 |
| Reference manual: | daltoolboxdp.html , daltoolboxdp.pdf |
| 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 |
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