Packages from rubix
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PHP
rubix/churn
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PHP
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.
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PHP
rubix/colors
Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.
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PHP
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.
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PHP
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.
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PHP
rubix/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
rubix/housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
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PHP
rubix/iris
An introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.
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PHP
rubix/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
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.
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PHP
rubix/server
Deploy your Rubix ML models to production with scalable stand-alone inference servers.
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