Learn R Programming

deep (version 0.1.0)

A Neural Networks Framework

Description

Explore neural networks in a layer oriented way, the framework is intended to give the user total control of the internals of a net without much effort. Use classes like PerceptronLayer to create a layer of Percetron neurons, and specify how many you want. The package does all the tricky stuff internally leaving you focused in what you want. I wrote this package during a neural networks course to help me with the problem set.

Copy Link

Version

Install

install.packages('deep')

Monthly Downloads

185

Version

0.1.0

License

GPL-3

Maintainer

Brian

Last Published

December 20th, 2019

Functions in deep (0.1.0)

NeuralNetwork-class

The main NeuralNetwork class, that holds the layers.
Perceptron-class

The Perceptron neuron class, that implements the logic of the perceptron model.
McCullochPitts-class

The McCullochPitts neuron class, that implements the logic of the McCullochPitts neuron model.
McCullochPittsLayer-class

The McCullochPittsLayer class, that implements a layer of McCullochPitts neurons.
PerceptronLayer-class

The PerceptronLayer class, that implements a layer of Perceptron neurons.
deep

deep: A Neural Networks Framework