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Samuel Everett's Projects

grade-book icon grade-book

This is my "Hello World" project to C++. It allows the user to enter test scores for students, and then process the grades to determine things like the students average grade.

image-classification-cnn icon image-classification-cnn

This is a simple convolution neural network that is has been trained on the CIFAR-10 dataset (Udacity Course).

k-nearest-neighbors-image-classifier icon k-nearest-neighbors-image-classifier

A version of K-Nearest Neighbors that uses cosine similarity as a distance metric, and classifies MNIST data at almost twice the rate of standard K-NN implementations

large-matrix-operations-optimization icon large-matrix-operations-optimization

The notebook in this repositiory demonstrates that switching to an eigenbasis for certain matrix operations can allow for a significant computational speedup.

layered-matrix-cipher icon layered-matrix-cipher

A symmetric key cipher that uses rectangular matrices and non-linear functions to build a homomorphic cipher, resistant to know-plaintext attacks.

my-first-nn icon my-first-nn

This is a NN designed to predict the number of day to day bike sharing rides (Udacity Course).

n-rule-maps icon n-rule-maps

This repository provides the code for implementing n-rule maps over the general space of intersecting lines on the plane.

synthetic-image-data-generation icon synthetic-image-data-generation

In this project, I use a GAN to make high quality synthetic images of faces that could be used as training data for a facial recognition model.

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