Pinned Repositories
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.
ML
A high-level machine learning and deep learning library for the PHP language.
MNIST
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
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.
Tensor
A library and extension that provides objects for scientific computing in PHP.
Rubix's Repositories
RubixML/ML
A high-level machine learning and deep learning library for the PHP language.
RubixML/Tensor
A library and extension that provides objects for scientific computing in PHP.
RubixML/Sentiment
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
RubixML/Server
A standalone inference server for trained Rubix ML estimators.
RubixML/CIFAR-10
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
RubixML/Housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
RubixML/MNIST
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
RubixML/Iris
The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
RubixML/Credit
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
RubixML/HAR
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
RubixML/Colors
Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.
RubixML/Dota2
Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.
RubixML/Divorce
Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.
RubixML/Churn
Detect unhappy customers with Naive Bayes and 19 categorical features.
RubixML/Extras
Experimental features for the Rubix ML library.
RubixML/DNA
An example project demonstrating the use of machine learning to identify microbe taxonomies from their DNA sequences.
RubixML/Client
Client-side SDK for Rubix ML Server to use in your PHP applications.
RubixML/DL
A deep learning library for PHP powered by TensorFlow.
RubixML/Signatures
Digital signatures made by humans.