muqsit/php-thinkit

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

dev-master 2023-03-04 08:31 UTC

Requires

• php: ^8.0

Requires (Dev)

• phpunit/phpunit: ^9

GPL-3.0-only

• Muqsit

README

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

Example Usage

The following is the equivalent of this python code:

$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]]