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@RubixML

Rubix

Machine Learning and Deep Learning for the PHP language.

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  1. ML ML Public

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

    PHP 2k 173

  2. Tensor Tensor Public

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

    PHP 215 27

  3. MNIST MNIST Public template

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

    PHP 33 8

  4. Sentiment Sentiment Public template

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

    PHP 100 12

  5. Housing Housing Public template

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

    PHP 45 22

  6. Credit Credit Public template

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

    PHP 26 11

Repositories

Showing 10 of 19 repositories
  • ML Public

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

  • Tensor Public

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

    PHP 215 MIT 27 5 (1 issue needs help) 1 Updated Mar 15, 2024
  • Signatures Public

    Digital signatures made by humans.

    2 0 0 0 Updated Mar 15, 2024
  • Server Public

    A standalone inference server for trained Rubix ML estimators.

    PHP 59 MIT 13 0 0 Updated Feb 18, 2024
  • Iris Public template

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

    PHP 30 MIT 9 0 0 Updated Sep 20, 2023
  • Client Public

    Client-side SDK for Rubix ML Server to use in your PHP applications.

    PHP 3 MIT 2 0 0 Updated Sep 19, 2023
  • Dota2 Public

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

    PHP 13 MIT 2 0 0 Updated Jul 20, 2023
  • HAR Public template

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

    PHP 20 MIT 7 0 0 Updated Jul 20, 2023
  • CIFAR-10 Public template

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

    PHP 50 MIT 9 0 0 Updated Jul 19, 2023
  • DNA Public template

    An example project demonstrating the use of machine learning to identify microbe taxonomies from their DNA sequences.

    PHP 5 MIT 2 0 0 Updated Jul 19, 2023