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Matthew Deakos's Projects

easy21-rl icon easy21-rl

A simple game environment and a variety of autonomous playing agents (QLearners/Naive Learners)

fma-ml icon fma-ml

An exploration of machine learning on the `fma` dataset

focusyoudirtbag icon focusyoudirtbag

A simple python daemon that schedules websites to be blocked over certain time intervals.

kaggle-fast-or-slow icon kaggle-fast-or-slow

My top 3% solution to the Kaggle Competition: Google - Fast or Slow. This competition was about ranking configurations for model runtime optimization.

kaggle-hp icon kaggle-hp

Code for the Human Protein Atlas Classification competition

llmify icon llmify

A simple command-line utility to apply llms to various simple tasks

lunarlander-dqn icon lunarlander-dqn

An implementation of a Deep-Q network to solve the openAI lunar lander environment.

mcts icon mcts

A modularized and easy way to build Monte Carlo Tree Search models.

nokhwa icon nokhwa

Cross Platform Rust Library for Powerful Webcam/Camera Capture

random-optimizer-analysis icon random-optimizer-analysis

An exploration of Random Hill Climbing, Simulated Annealling, Genetic Algorithms and MIMIC on select optimization problems and neural network tuning.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

trustme icon trustme

A quick and easy VBA exploit to change Office Trust Centre settings in the registry without user knowledge

twosigma-kaggle icon twosigma-kaggle

Exploring the efficacy of creating asset baskets for the TwoSigma kaggle competition.

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