GitHub / RubixML 19 repositories

Machine Learning and Deep Learning for the PHP language.

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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.

Language: PHP - Size: 163 MB - Last synced: about 2 hours ago - Pushed: 11 months ago - Stars: 55 - Forks: 9

RubixML/ML

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

Language: PHP - Size: 30.1 MB - Last synced: 1 day ago - Pushed: 5 days ago - Stars: 1,990 - Forks: 175

RubixML/Tensor

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

Language: PHP - Size: 1.97 MB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 221 - Forks: 27

RubixML/DL 📦

A deep learning library for PHP powered by TensorFlow.

Language: C - Size: 73.2 KB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

RubixML/Signatures

Digital signatures made by humans.

Size: 38.1 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

RubixML/DNA

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

Language: PHP - Size: 118 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 6 - Forks: 2

RubixML/Server

A standalone inference server for trained Rubix ML estimators.

Language: PHP - Size: 18.3 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 62 - Forks: 12

RubixML/Credit

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

Language: PHP - Size: 1.76 MB - Last synced: 3 days ago - Pushed: about 2 years ago - Stars: 27 - Forks: 11

RubixML/Colors

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

Language: PHP - Size: 251 KB - Last synced: 3 days ago - Pushed: about 2 years ago - Stars: 15 - Forks: 3

RubixML/Divorce

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

Language: PHP - Size: 87.9 KB - Last synced: 3 days ago - Pushed: 11 months ago - Stars: 12 - Forks: 13

RubixML/Housing

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

Language: PHP - Size: 617 KB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 46 - Forks: 22

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.

Language: PHP - Size: 4.89 MB - Last synced: 2 days ago - Pushed: 11 months ago - Stars: 13 - Forks: 2

RubixML/Iris

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

Language: PHP - Size: 410 KB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 30 - Forks: 9

RubixML/MNIST

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

Language: PHP - Size: 19.9 MB - Last synced: 14 days ago - Pushed: over 1 year ago - Stars: 33 - Forks: 8

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.

Language: PHP - Size: 34 MB - Last synced: 11 days ago - Pushed: about 1 year ago - Stars: 100 - Forks: 13

RubixML/Client

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

Language: PHP - Size: 20.5 KB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 3 - Forks: 2

RubixML/Churn

Detect unhappy customers with Naive Bayes and 19 categorical features.

Language: PHP - Size: 1.62 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 8 - Forks: 3

RubixML/Extras

Experimental features for the Rubix ML library.

Language: PHP - Size: 198 KB - Last synced: 27 days ago - Pushed: over 1 year ago - Stars: 10 - Forks: 6

RubixML/HAR

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

Language: PHP - Size: 23.9 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 20 - Forks: 7