Rubix ML (@RubixML)
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RubixML

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  • Stars
    star
    2,715
  • Global Org. Rank 7,576 (Top 3 %)
  • Registered about 6 years ago
  • Most used languages
    PHP
         94.4 %
    C
         5.6 %

Top repositories

1

ML

A high-level machine learning and deep learning library for the PHP language.
PHP
2,024
star
2

Tensor

A library and extension that provides objects for scientific computing in PHP.
PHP
228
star
3

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
104
star
4

Server

A standalone inference server for trained Rubix ML estimators.
PHP
62
star
5

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
57
star
6

Housing

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
PHP
47
star
7

MNIST

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
PHP
35
star
8

Iris

The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
PHP
31
star
9

Credit

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
PHP
29
star
10

HAR

Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
PHP
22
star
11

Colors

Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.
PHP
15
star
12

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
14
star
13

Divorce

Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.
PHP
13
star
14

Extras

Experimental features for the Rubix ML library.
PHP
10
star
15

Churn

Detect unhappy customers with Naive Bayes and 19 categorical features.
PHP
10
star
16

DNA

An example project demonstrating the use of machine learning to identify microbe taxonomies from their DNA sequences.
PHP
6
star
17

DL

A deep learning library for PHP powered by TensorFlow.
C
3
star
18

Client

Client-side SDK for Rubix ML Server to use in your PHP applications.
PHP
3
star
19

Signatures

Digital signatures made by humans.
2
star