Evan Guo

Projects

Number Sliders

Used A* Search algorithm along with Taxi Cab hueristic to solve Number Slider puzzles

Othello

Used minimax and alpha beta pruning to play Othello

Designed method to judge board state to utilize afore mentioned algorithms

MNIST

Designed a MNIST network from scratch

Implemented Back Propagation to achieve a 95% accuracy rate

Used math, numpy libraries

Sleep Analysis

Designed a Neural Network and a Random Forest to predict amount slept by a subject in the previous night

Doubled the accuracy of a pure random model with both models