https://github.com/devtronic/layerless

Layerless ANN Foundation
https://github.com/devtronic/layerless

Last synced: 4 months ago
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Layerless ANN Foundation

• Host: GitHub
• URL: https://github.com/devtronic/layerless
• Owner: devtronic
• License: mit
• Created: 2017-06-10T09:59:29.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-06-10T16:57:06.000Z (about 9 years ago)
• Last Synced: 2024-12-30T21:29:12.556Z (over 1 year ago)
• Language: PHP
• Size: 8.79 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# Layerless

Layerless is the new foundation of the [legendary mind](https://github.com/Devtronic/legendary-mind) neural network project

## Installation

```bash

composer require devtronic/layerless

```

## Usage

```php

activate();

$inputB->activate();

$output->activate();

echo $output->getOutput() . PHP_EOL; // 0.98545

// Back propagate

$target = 0;

$output->calculateDelta($target);

$inputA->calculateDelta();

$inputB->calculateDelta();

$learningRate = 0.2;

$output->updateWeights($learningRate);

$inputA->updateWeights($learningRate);

$inputB->updateWeights($learningRate);

// Re-Check

$inputA->activate();

$inputB->activate();

$output->activate();

echo $output->getOutput() . PHP_EOL; // 0.92545

```