Machine_learning

The Curve and the Wiggle

there’s the curve,

and there’s the wiggle.

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Learning Machines: Deep Learning

This week I combined the multi-layer perceptron with a restricted Boltzman machine to create my first deep learning machine.

I trained the machine to categorize the MNIST dataset, a commonly used benchmarking dataset. It consists of handwritten arabic numerals.

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Learning Machines: Multi-layer Perceptron

This week I trained a multi-layer perceptron, a basic neural network, to make predictions.

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Learning Machines: Perceptron From Scratch

This week I wrote a perceptron implementation using only numpy and the Python standard library.

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Learning Machines: k-means From Scratch

This week I wrote a k-means clustering implementation using only numpy and the Python standard library.

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