Rubix ML

Repositories

• MNIST

  Handwritten digit recognizer using a feed forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

  php machine-learning tutorial deep-neural-networks computer-vision deep-learning neural-network
  PHP Apache-2.0 5 11 0 0 Updated Jun 19, 2020

• CIFAR-10

  Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

  php machine-learning tutorial deep-neural-networks computer-vision deep-learning neural-network
  PHP Apache-2.0 2 22 0 0 Updated Jun 19, 2020

• RubixML

  A high-level machine learning and deep learning library for the PHP language.

  php data-science machine-learning data-mining deep-learning neural-network analytics
  PHP MIT 60 858 11 0 Updated Jun 19, 2020

• Colors

  Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.

  php machine-learning tutorial clustering kmeans unsupervised-learning kmeans-clustering
  PHP Apache-2.0 1 5 0 0 Updated Jun 18, 2020

• Credit

  An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

  php data-science machine-learning tutorial pipeline analytics data-transformation
  PHP Apache-2.0 7 9 0 0 Updated Jun 18, 2020

• Divorce

  Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.

  php data-science machine-learning classification example-project knn divorce-prediction
  PHP Apache-2.0 5 2 0 0 Updated Jun 18, 2020

• Dota2

  Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

  php data-science machine-learning naive-bayes naive-bayes-classifier dota2 naive-bayes-algorithm
  PHP Apache-2.0 0 2 0 0 Updated Jun 18, 2020

• HAR

  Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.

  php data-science machine-learning gyroscope artificial-intelligence dataset accelerometer
  PHP Apache-2.0 3 13 0 0 Updated Jun 18, 2020

• Housing

  An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

  php data-science machine-learning regression kaggle kaggle-competition housing-prices
  PHP Apache-2.0 7 22 0 0 Updated Jun 18, 2020

• Iris

  The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.

  php data-science machine-learning tutorial classification example-project iris-dataset
  PHP Apache-2.0 1 11 0 0 Updated Jun 18, 2020

• Sentiment

  An example project using a feed forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

  php machine-learning natural-language-processing tutorial deep-learning sentiment-analysis neural-network
  PHP Apache-2.0 4 27 1 0 Updated Jun 18, 2020

• Tensor

  A library and extension that provides objects for scientific computing in PHP.

  php statistics math vector matrix linear-algebra php-extension
  PHP MIT 2 25 0 0 Updated Jun 18, 2020

• Extras

  Experimental features for the Rubix ML library.

  data machine-learning deep-learning neural-network experimental-features rubix-ml
  PHP MIT 2 1 0 1 Updated Jun 13, 2020

• Server

  A library to serve your Rubix ML models in production quickly and effortlessly.

  api infrastructure php machine-learning microservices microservice json-api
  PHP MIT 2 12 0 0 Updated Jun 8, 2020