RubixML/Client

1

ML

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

PHP

2,024

2

Tensor

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

PHP

228

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

4

Server

A standalone inference server for trained Rubix ML estimators.

PHP

62

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

6

Housing

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

PHP

47

7

MNIST

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

PHP

35

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

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

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

11

Colors

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

PHP

15

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

13

Divorce

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

PHP

13

14

Extras

Experimental features for the Rubix ML library.

PHP

10

15

Churn

Detect unhappy customers with Naive Bayes and 19 categorical features.

PHP

10

16

DNA

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

PHP

6

17

DL

A deep learning library for PHP powered by TensorFlow.

C

3

18

Signatures

Digital signatures made by humans.

2