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Frédéric Beaupré's Projects

face-detection icon face-detection

Quick and easy face-detection algorithm using Python and OpenCV

knn-and-decision-tree-regressors icon knn-and-decision-tree-regressors

Two supervised learning frameworks, KNN and Decision Trees, designed to predict COVID-19 Hospitalization cases from related symptoms search trends in the US.

multilabel-mnist-cnn icon multilabel-mnist-cnn

Deep Learning models designed to classify a modified version of the MNIST dataset (multi-labeled). Best model achieves 99.8% validation accuracy.

pentago-twist icon pentago-twist

AI Agent for the game Pentago-Twist. Uses a hybrid algorithm of alpha-beta pruning and Monte Carlo Tree Search, with hardcoded opening moves "theory" and a linear evaluation function.

yhack2019 icon yhack2019

Generative Adversarial Network Project created at YHack; Yale University's annual hackathon

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