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ML
PublicA high-level machine learning and deep learning library for the PHP language.Signatures
Publicnumpower
PublicTensor
PublicA library and extension that provides objects for scientific computing in PHP.Server
PublicA standalone inference server for trained Rubix ML estimators.Iris
Public templateThe original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.Client
Public- Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.
HAR
Public templateRecognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.CIFAR-10
Public templateUse the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.DNA
Public templateDivorce
Public templateUse the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.Sentiment
Public templateAn example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.MNIST
Public templateHandwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.Housing
Public templateAn example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.Churn
PublicExtras
PublicExperimental features for the Rubix ML library.Colors
Public templateDemonstrating unsupervised clustering using the K Means algorithm and synthetic color data.Credit
Public templateAn example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.DL
Public archiveA deep learning library for PHP powered by TensorFlow.