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simpleMLP  

Simple Multilayer Perceptron Neural Network
View on CRAN: Click here


Download and install simpleMLP package within the R console
Install from CRAN:
install.packages("simpleMLP")

Install from Github:
library("remotes")
install_github("cran/simpleMLP")

Install by package version:
library("remotes")
install_version("simpleMLP", "1.0.0")



Attach the package and use:
library("simpleMLP")
Maintained by
Cullen Pu
[Scholar Profile | Author Map]
First Published: 2021-02-11
Latest Update: 2021-03-28
Description:
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".
How to cite:
Cullen Pu (2021). simpleMLP: Simple Multilayer Perceptron Neural Network. R package version 1.0.0, https://cran.r-project.org/web/packages/simpleMLP. Accessed 21 Apr. 2025.
Previous versions and publish date:
0.2.0 (2021-02-11 10:40)
Other packages that cited simpleMLP R package
View simpleMLP citation profile
Other R packages that simpleMLP depends, imports, suggests or enhances
Complete documentation for simpleMLP
Functions, R codes and Examples using the simpleMLP R package
Some associated functions: backprop . evaluate . forwardprop . init_nn . load_mnist . one_hot_encoding . plot_accuracy . train_nn . update . 
Some associated R codes: nn-mnist.R . nn-plot.R . nn-train.R . nn.R .  Full simpleMLP package functions and examples
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