snap: Simple Neural Application
A simple wrapper to easily design vanilla deep neural networks using 'Tensorflow'/'Keras' backend for regression, classification and multi-label tasks, with some tweaks and tricks (skip shortcuts, embedding, feature selection and anomaly detection).
| Version: |
1.1.0 |
| Depends: |
R (≥ 3.6) |
| Imports: |
keras (≥ 2.3.0.0), tensorflow (≥ 2.2.0), dplyr (≥ 1.0.2), purrr (≥ 0.3.4), forcats (≥ 0.5.0), tictoc (≥ 1.0.1), readr (≥ 1.4.0), ggplot2 (≥ 3.3.3), CORElearn (≥ 1.54.2), dbscan (≥ 1.1-5), stringr (≥ 1.4.0), reticulate (≥ 1.18) |
| Published: |
2021-06-30 |
| DOI: |
10.32614/CRAN.package.snap |
| Author: |
Giancarlo Vercellino |
| 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:
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