Rubix
Rubix
ML
A high-level machine learning and deep learning library for the PHP language.
Tensor
A library and extension that provides objects for scientific computing in PHP.
Sentiment
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
Server
A standalone inference server for trained Rubix ML estimators.
CIFAR-10
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
Credit
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
HAR
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
Housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
Iris
The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
MNIST
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.