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-4.4-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)
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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'))

Peer review:

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

On CRAN:

2.70 score 1 scripts 177 downloads 4 exports 40 dependencies

Last updated 4 years agofrom:aa43f26291. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-winOKNov 10 2024
R-4.5-linuxOKNov 10 2024
R-4.4-winOKNov 10 2024
R-4.4-macOKNov 10 2024
R-4.3-winOKNov 10 2024
R-4.3-macOKNov 10 2024

Exports:evaluateinit_nnload_mnisttrain_nn

Dependencies:bitbit64clicliprcolorspacecpp11crayonfansifarverggplot2gluegtablehmsisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigprettyunitsprogressR6RColorBrewerreadrrlangscalestibbletidyselecttzdbutf8vctrsviridisLitevroomwithr