Rubix ML

Repositories

• Server

  Serve your Rubix ML models in production with scalable stand-alone model servers.

  api infrastructure php machine-learning microservice json-api rest-api
  PHP MIT 2 20 2 0 Updated Nov 7, 2020

• RubixML

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

  php data-science machine-learning natural-language-processing algorithm ai deep-learning
  PHP MIT 82 982 18 (4 issues need help) 1 Updated Nov 6, 2020

• Extras

  Experimental features for the Rubix ML library.

  machine-learning deep-learning neural-network experimental-features rubix-ml
  PHP MIT 3 2 0 1 Updated Oct 27, 2020

• Signatures

  Digital signatures made by humans.
  0 1 0 0 Updated Oct 21, 2020

• Tensor

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

  php engineering machine-learning statistics math vector matrix
  PHP MIT 4 39 1 0 Updated Oct 21, 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 MIT 4 36 1 0 Updated Aug 7, 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 cross-validation
  PHP MIT 8 12 0 0 Updated Aug 8, 2020

• 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 MIT 7 14 0 0 Updated Aug 7, 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 MIT 2 26 0 0 Updated Aug 7, 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 MIT 10 24 0 0 Updated Aug 7, 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 neural-network pipeline cross-validation dataset
  PHP MIT 5 14 0 0 Updated Aug 7, 2020

• Colors

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

  php machine-learning tutorial clustering cross-validation kmeans k-means
  PHP MIT 1 7 0 0 Updated Aug 7, 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.

  classifier php data-science machine-learning naive-bayes cross-validation prediction
  PHP MIT 0 1 1 (1 issue needs help) 0 Updated Aug 6, 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 cross-validation classification nearest-neighbors
  PHP MIT 1 12 0 0 Updated Jul 12, 2020

• Divorce

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

  php data-science machine-learning cross-validation prediction classification nearest-neighbors
  PHP MIT 6 2 1 (1 issue needs help) 0 Updated Jul 12, 2020