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Morgan McKinney's Projects

binary-trees icon binary-trees

Traversal of binary trees using symmetric and postorder traversal.

crawl icon crawl

Dungeon Crawl: Stone Soup official repository

deck-of-dequeues icon deck-of-dequeues

Turn-based card game, in which the goal is to have the lightest deck in terms of weight.

k-d-tree icon k-d-tree

Creates, populates, and displays a k-d tree given the number of points and probes.

learning-decision-tree icon learning-decision-tree

Machine learning decision tree that classifies, trains, and tests on a given .csv file. The resulting best decision tree is then visualized.

linear-polynomial-regression icon linear-polynomial-regression

Machine learning linear regression that uses gradient descent to predict, train, and test on a given .csv file. The resulting best polynomial model is then graphed.

multilayer-perceptrons icon multilayer-perceptrons

Machine learning binary classification using multilayer perceptron on the MNIST dataset. Outputs the accuracy of the model alongside network architecture.

text-generation icon text-generation

Machine learning generation of Shakespearean text using a recurrent neural network.

word-counter icon word-counter

Calculates the frequency of words in text files and then sorts by alphabetical order.

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