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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.Housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.MNIST
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.Iris
The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.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.Colors
Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.Dota2
Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.Divorce
Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.Extras
Experimental features for the Rubix ML library.Churn
Detect unhappy customers with Naive Bayes and 19 categorical features.DNA
An example project demonstrating the use of machine learning to identify microbe taxonomies from their DNA sequences.DL
A deep learning library for PHP powered by TensorFlow.Client
Client-side SDK for Rubix ML Server to use in your PHP applications.Signatures
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