rubix-ml topic

List rubix-ml repositories

Server

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A standalone inference server for trained Rubix ML estimators.

CIFAR-10

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Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

Credit

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

HAR

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

Housing

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

Iris

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

MNIST

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

Colors

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