Package: simpleMLP 1.0.0

simpleMLP: Simple Multilayer Perceptron Neural Network

Create and train a multilayer perceptron, a type of feedforward, fully connected neural network. Features 2 ReLU hidden layers. Learn more about about the activation functions and backpropagation used by this network in Goodfellow et al. (2016, ISBN: 9780262035613) "Deep Learning".

Authors:Cullen Pu [aut, cre]

simpleMLP_1.0.0.tar.gz
simpleMLP_1.0.0.zip(r-4.5)simpleMLP_1.0.0.zip(r-4.4)simpleMLP_1.0.0.zip(r-4.3)
simpleMLP_1.0.0.tgz(r-4.5-any)simpleMLP_1.0.0.tgz(r-4.4-any)simpleMLP_1.0.0.tgz(r-4.3-any)
simpleMLP_1.0.0.tar.gz(r-4.5-noble)simpleMLP_1.0.0.tar.gz(r-4.4-noble)
simpleMLP_1.0.0.tgz(r-4.4-emscripten)simpleMLP_1.0.0.tgz(r-4.3-emscripten)
simpleMLP.pdf |simpleMLP.html✨
simpleMLP/json (API)
NEWS

# Install 'simpleMLP' in R:
install.packages('simpleMLP', repos = c('https://cullenpu.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cullenpu/simplemlp/issues

On CRAN:

2.70 score 1 scripts 212 downloads 4 exports 40 dependencies

Last updated 4 years agofrom:aa43f26291. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 08 2025
R-4.5-winOKFeb 08 2025
R-4.5-macOKFeb 08 2025
R-4.5-linuxOKFeb 08 2025
R-4.4-winOKFeb 09 2025
R-4.4-macOKFeb 08 2025
R-4.3-winOKFeb 09 2025
R-4.3-macOKFeb 08 2025

Exports:evaluateinit_nnload_mnisttrain_nn

Dependencies:bitbit64clicliprcolorspacecpp11crayonfansifarverggplot2gluegtablehmsisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigprettyunitsprogressR6RColorBrewerreadrrlangscalestibbletidyselecttzdbutf8vctrsviridisLitevroomwithr