CRAN/E | snap

snap

Simple Neural Application

Installation

About

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).

rpubs.com/giancarlo_vercellino/snap

Key Metrics

Version 1.1.0
R ≥ 3.6
Published 2021-06-30 1033 days ago
Needs compilation? no
License GPL-3
CRAN checks snap results

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Maintainer

Maintainer

Giancarlo Vercellino

giancarlo.vercellino@gmail.com

Authors

Giancarlo Vercellino

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

snap archive

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