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Tim Ogden's Projects

bostonhousingprices icon bostonhousingprices

Using the keras-provided dataset of Boston Housing Prices to do regression. First neural net done completely by scratch. Wish me luck.

diabetesprediction icon diabetesprediction

A neural network that uses the Prima Indian dataset from the UCI Machine Learning repository to predict based on various data if a person is at risk for diabetes. Made using this tutorial: https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/

dishonoredvr icon dishonoredvr

A fan-made attempt at making a Dishonored-style VR game :)

fashionmnist-tutorial- icon fashionmnist-tutorial-

Following official Tensorflow tutorial on how to build a neural net to classify the Fashion MNIST training set.

guitarchordevolution icon guitarchordevolution

Uses an evolutionary algorithm to generate guitar chords with no knowledge of music theory.

imagecolordetector icon imagecolordetector

Simple algorithm to sort every pixel of an image into a certain partition of the 3 dimensional RGB color space and see its distribution.

magicmirror icon magicmirror

MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.

mfp_to_bws icon mfp_to_bws

Gathers data from MyFitnessPal and pushes data to Built With Science google spreadsheet

mirror-vr-game icon mirror-vr-game

Using the Unity game engine to create a VR horror game using mirrors

musicnote-cnn icon musicnote-cnn

Convolutional Neural Network that looks at spectograph representations of audio files of music notes and learns to identify the note being played. All training data and code created by me.

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