Rubix

ML

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

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PHP MIT 111 1,364 19 (1 issue needs help) 0 Updated Jul 16, 2021

Tensor Archived

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

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PHP MIT 9 82 1 (1 issue needs help) 0 Updated Jul 15, 2021

Signatures

Digital signatures made by humans.

0 1 0 0 Updated Jul 14, 2021

CIFAR-10

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

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PHP MIT 4 32 0 0 Updated Jul 14, 2021

Iris

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

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PHP MIT 6 17 0 0 Updated Jul 14, 2021

HAR

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

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PHP MIT 6 18 0 0 Updated Jul 14, 2021

Dota2

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

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PHP MIT 2 3 0 0 Updated Jul 14, 2021

Colors

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

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PHP MIT 2 7 0 0 Updated Jul 14, 2021

Divorce

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

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PHP MIT 8 3 1 0 Updated Jul 14, 2021

Credit

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

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PHP MIT 9 14 0 0 Updated Jul 14, 2021

Housing

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

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PHP MIT 14 31 0 0 Updated Jul 14, 2021

MNIST

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

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PHP MIT 8 19 0 0 Updated Jul 14, 2021

Sentiment

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

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PHP MIT 7 48 1 0 Updated Jul 14, 2021

Extras

Experimental features for the Rubix ML library.

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PHP MIT 5 4 0 0 Updated Jul 14, 2021

Server

A standalone inference server for trained Rubix ML estimators.

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PHP MIT 6 37 1 0 Updated Jul 14, 2021

DNA

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

PHP MIT 0 2 0 0 Updated Jul 6, 2021

DL

A deep learning library for PHP powered by TensorFlow.

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C 0 1 1 0 Updated Apr 1, 2021