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https://github.com/compressed/BackpropNeuralNet.jl

A neural network in Julia
https://github.com/compressed/BackpropNeuralNet.jl

Last synced: 12 days ago
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A neural network in Julia

Host: GitHub
URL: https://github.com/compressed/BackpropNeuralNet.jl
Owner: compressed
License: other
Created: 2012-09-30T23:07:36.000Z (over 11 years ago)
Default Branch: master
Last Pushed: 2017-05-23T20:30:52.000Z (almost 7 years ago)
Last Synced: 2024-05-08T19:37:20.768Z (15 days ago)
Language: Julia
Size: 19.5 KB
Stars: 47
Watchers: 2
Forks: 15
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE.md

Lists

AI - Neural - A neural network in Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Neural - A neural network in Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Neural - A neural network in Julia (Julia)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learnings - Neural - A neural network in Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning-library - Neural - A neural network in Julia (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Tools)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Tools)
awesome-advanced-metering-infrastructure - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia. (Julia / Speech Recognition)
awesome-julia-datasciences - Neural - A neural network in Julia. (APL / General-Purpose Machine Learning)
awesome-machine-learning - Neural - A neural network in Julia (Julia / Speech Recognition)
awesome-machine-learning - Neural - A neural network in Julia (Julia / Speech Recognition)

README

        [![Build Status](https://travis-ci.org/compressed/BackpropNeuralNet.jl.svg?branch=master)](https://travis-ci.org/compressed/BackpropNeuralNet.jl)

[![Coverage Status](https://img.shields.io/coveralls/compressed/BackpropNeuralNet.jl.svg)](https://coveralls.io/r/compressed/BackpropNeuralNet.jl)

[![BackpropNeuralNet](http://pkg.julialang.org/badges/BackpropNeuralNet_0.4.svg)](http://pkg.julialang.org/?pkg=BackpropNeuralNet)

[![BackpropNeuralNet](http://pkg.julialang.org/badges/BackpropNeuralNet_0.5.svg)](http://pkg.julialang.org/?pkg=BackpropNeuralNet)

# Install

## Stable

```julia

Pkg.add("BackpropNeuralNet")

```

## Source

```julia

Pkg.clone("https://github.com/compressed/BackpropNeuralNet.jl.git")

```

# Usage

To initialize a network of 2 inputs, 1 hidden layer with 3 neurons, and 2 outputs:

```julia

using BackpropNeuralNet

net = init_network([2, 3, 2])

# To train the network use the form `train(network, input, output)`:

train(net, [0.15, 0.7],[0.1, 0.9])

# To evaluate an input use the form `net_eval(network, inputs)`

net_eval(net, [0.15, 0.7])

```

# History

This is a Julia implementation of a neural network based on Sergio Fierens [ruby version](https://github.com/SergioFierens/ai4r).