Packages from rubix
| Package | Status | |
|---|---|---|
| rubix/churn |  | |
| rubix/cifar-10 | Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things. |  |
| rubix/client | The PHP client SDK for Rubix ML Server. |  |
| rubix/colors | Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data. |  |
| rubix/credit | An example project that predicts the risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset of credit card customers. |  |
| rubix/divorce | Use the K Nearest Neighbors algorithm to predict the probability of a divorce. |  |
| rubix/dota2 | Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and the results of 102,944 sample games. |  |
| rubix/extras | Experimental features for the Rubix ML library. |  |
| rubix/har | Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data. |  |
| rubix/housing | An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine. |  |
| rubix/iris | An introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier. |  |
| rubix/ml | A high-level machine learning and deep learning library for the PHP language. |  |
| rubix/mnist | Handwritten digit recognizer using a feed forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits. |  |
| rubix/sentiment | An example project using a multi layer feed forward neural network for text sentiment classification trained with 25,000 movie reviews from IMDB. |  |
| rubix/server | Deploy your Rubix ML models to production with scalable stand-alone inference servers. |  |
| rubix/tensor | A library and extension that provides objects for scientific computing in PHP. |  |