Simple Artificial Neural Network java library

Korpusov Maxim

Last update: Oct 11, 2022

Related tags

Miscellaneous simple-ann

Overview

SANN

Simple Artificial Neural Network java library
WIP

Creating neural network

Variant 1

//create new net (input, hidden, default len, output)
Net net = new Net(3, 2, 2, 1);

//initialize weights and fill weights randomly
net.setup();

Variant 2 (same structure)

//create net
Net net = new Net();
//add layers (layers, neurons in layers)
net.addLayers(1, 3);
net.addLayers(2, 2);
net.addLayers(1, 1);

//initialize weights and fill weights randomly
net.setup();

Training

double[][] input = {{1.0d, 0.0d, 1.0d}, {0.0d, 1.0d, 0.0d}, {0.0d, 0.0d, 1.0d}, {1.0d, 0.0d, 1.0d}};

double[][] output = {{1.0d}, {0.0d}, {0.0d}, {1.0d}};
//setting up target values for training
net.setTrainingData(input, output);
//start training (k, iterations)
net.train(0.2, 10000);

Listeners

net.setOnTrainingListener(new Net.OnTrainingListener() {
	@Override
	public void onTraining(int iteration, double error) {
		//doingSomething();
	}
	@Override
	public void onTrainingFinished(int iteration, double error) {
		//doingSomething();
	}
});

Implementation

allprojects {
	repositories {
		...
		maven { url 'https://jitpack.io' }
	}
}
dependencies {
	implementation 'com.github.korpusovmax:simple-ann:$version' // use version from releases or use '-SNAPSHOT'
}

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Comments

Upload library to maven

For now, it is hard to work normally with this library because it isn't compatible with maven. You should upload it somewhere (to maven central or somewhere else).

opened by y9vad9 0

Releases(v1.0)

v1.0(Oct 20, 2021)
What's Changed

feat: repository converted into gradle project & added publication to jitpack.io by @y9neon in https://github.com/korpusovmax/simple-ann/pull/2

New Contributors

@y9neon made their first contribution in https://github.com/korpusovmax/simple-ann/pull/2

Full Changelog: https://github.com/korpusovmax/simple-ann/commits/v1.0
Source code(tar.gz)
Source code(zip)

Simple Artificial Neural Network java library

Related tags

Overview

SANN

Creating neural network

Variant 1

Variant 2 (same structure)

Training

Listeners

Implementation

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Comments

Upload library to maven

Releases(v1.0)

v1.0(Oct 20, 2021)

What's Changed

New Contributors

Owner

Korpusov Maxim

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