This package is about Artificial Intelligence, Machine Learning and Pattern Recognition in Laravel.
The video tutorial with examples on how to use the library can be found here:
Do AI with 2 lines of code:
$all_animals = DogsAndCats::all(); $report = RubixAi::train($all_animals, 'dog_or_cat');
This creates a file in your laravel storage/ai_rubix/ folder that contains the model.
This model then will be used to predict:
$isDogOrCat = RubixAi::predict($needs_prediction); echo $isDogOrCat; //prints ['dog']
composer require torian257x/ai-php-rubix-wrap-laravel
If there are any issues, please have a look at https://docs.rubixml.com/latest/installation.html in case you are trying to do something special. I recommend as well installing tensor https://github.com/Scien-ide/Tensor .
new KDNeighborsRegressor() for regression (say estimation of price)
new KDNeighbors() for classification (say choose dog or cat)
array_filter( [ new NumericStringConverter(), new MissingDataImputer(), $needs_ohe ? new OneHotEncoder() : false, new MinMaxNormalizer(), ]);
You can choose your own estimator if you don't like the default
Just be sure to pass it as argument to
Same for transformers.
You can customize the model file name as well as what attributes / columns to ignore.