composer.json

{
    "name": "rubix/mnist",
    "type": "project",
    "description": "Handwritten digit recognizer using a feed forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.",
    "homepage": "https://github.com/RubixML/MNIST",
    "license": "MIT",
    "keywords": [
        "classification", "cross validation", "dataset", "data science", "dropout", "example project",
        "feed forward", "image recognition", "image classification", "relu", "machine learning",
        "ml", "mnist", "multilayer perceptron", "neural network", "php", "php ml", "relu", "rubix ml",
        "rubixml", "tutorial"
    ],
    "authors": [
        {
            "name": "Andrew DalPino",
            "homepage": "https://github.com/andrewdalpino",
            "role": "Lead Engineer"
        }
    ],
    "require": {
        "php": ">=7.4",
        "ext-gd": "*",
        "rubix/ml": "^2.0"
    },
    "scripts": {
        "train": "@php train.php",
        "test": "@php validate.php"
    },
    "config": {
        "preferred-install": "dist",
        "sort-packages": true
    },
    "minimum-stability": "dev",
    "prefer-stable": true
}