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Garrett Long's Projects

astar icon astar

A maze generation program of various sizes which uses A* to find the best path from arbitrary points within the maze. (Currently undocumented)

chessaiproject icon chessaiproject

Uses a collection of human chess games to have an AI learn to play chess.

chessnet-alpha icon chessnet-alpha

A chess AI which uses stochastic descent through a GAN architecture. (Superseded by StochChess)

digitrecog icon digitrecog

Digit recognition fully-connected neural network using the MNIST dataset, with support for batch and stochastic descent.

geneticchess icon geneticchess

Does not work. (Possibly due to computational limitations on my part)

mnist-cnn icon mnist-cnn

Digit recognition neural network using the MNIST dataset. Features include a full gui, convolution, pooling, momentum, nesterov momentum, RMSProp, batch normalization, and deep networks.

primetester icon primetester

Efficient Python console program (function) to test if a number is prime

sortingratios icon sortingratios

Ratio of speed of sorting datasets between quick and bubble sort.

stochchess icon stochchess

A (failed) first attempt at a chess neural network

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