https://github.com/muqsit/php-thinkit

Think-Kit is a library that offers a generic machine learning implementation.
https://github.com/muqsit/php-thinkit

artificial-intelligence library machine-learning php

Last synced: 23 days ago
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Think-Kit is a library that offers a generic machine learning implementation.

• Host: GitHub
• URL: https://github.com/muqsit/php-thinkit
• Owner: Muqsit
• License: gpl-3.0
• Created: 2023-03-02T18:54:00.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-03-04T08:36:39.000Z (over 1 year ago)
• Last Synced: 2024-10-03T17:32:19.704Z (about 1 month ago)
• Topics: artificial-intelligence, library, machine-learning, php
• Language: PHP
• Homepage: https://packagist.org/packages/muqsit/php-thinkit
• Size: 29.3 KB
• Stars: 9
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# php-thinkit

[![CI](https://github.com/Muqsit/php-thinkit/actions/workflows/ci.yml/badge.svg)](https://github.com/Muqsit/php-thinkit/actions/workflows/ci.yml)

Think-Kit is a library that offers a generic machine learning implementation.

## Example Usage

The following is the equivalent of [this python code](https://gist.github.com/Muqsit/2b85711f8b8d7cad63b764c201432693):

```php

$training_input = Matrix::create([

    [0, 0, 1],

    [1, 1, 1],

    [1, 0, 1],

    [0, 0, 1]

]);

$training_output = Matrix::create([[0, 1, 1, 0]])->transpose();

$model = SimpleNeuralNetworkModel::create(iterations: 10_000);

$model->train($training_input, $training_output);

$model->predict(Matrix::create([[1, 0, 0]])); // [[0.99991188]]

```