https://github.com/alcalyn/neural-network

Create a multilayer perceptron and make it learn life.
https://github.com/alcalyn/neural-network

Last synced: 4 days ago
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Create a multilayer perceptron and make it learn life.

• Host: GitHub
• URL: https://github.com/alcalyn/neural-network
• Owner: alcalyn
• License: mit
• Created: 2017-03-30T16:52:54.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-04-11T16:13:38.000Z (over 7 years ago)
• Last Synced: 2024-10-11T13:12:28.441Z (28 days ago)
• Language: PHP
• Homepage:
• Size: 28.3 KB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
Neural network

==============

Create a multilayer perceptron and make it learn.

## Usage

``` php

use Alcalyn\NeuralNetwork\Network;

# Creates a new multilayer perceptron

$network = new Network([2, 4, 1]);

# Takes an input and let it cogitate

$network->pulseInput([1, 0]); # Returns an array as output

# Takes an array of tuples input/expected output

# and adjust the network one iteration to adapt the output the expected result

$network->trainInput([[1, 0], [1]]); # Returns an array as output

```

## Examples

 - [Learning logical gate](examples/learn-logical-gate)

 - [Number recognition](examples/number-recognition)

## License

This library is under [MIT License](LICENSE).