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cliffwalking

Utilizing Open AI Gym's Cliffwalking Environment to experiment with TD Learning

dockerlab-repo1

dog-breed-classifier

Implementation of a convolutional neural network to classify dog breeds using both an original CNN and transfer learning

finding_donors_for_charity_ml

Supervised learning project completed as part of Udacity's Machine Learning Engineer Nanodegree

frozen-lake

A dynamic programming explanation utilizing OpenAI Gym's Frozen Lake environment

go-getting-started

Getting Started with Go on Heroku.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hartl-rails-tutorial

The reference sample app for the Ruby on Rails Tutorial (7th edition) by Michael Hartl

intro-cs-final-project-text-analytics

For my introductory CS class, CS5 at Harvey Mudd College, myself and my teammates created a program which takes in a text file of unknown origin and compares it with two trained models. The program scores the text based on its similarity to the two models and picks which model the unknown text is most similar to.

machine-learning-capstone

monte-carlo-blackjack

Exploring Monte Carlo methods using Open AI Gym's Blackjack environment

predicting-boston-housing-prices

A Jupyter Notebook using various machine learning algorithms to predict housing prices in Boston, MA.

predicting_customer_segments

quadcopter

Training a Quadcopter simulator to fly using reinforcement learning. Part of Udacity's Machine Learning Engineering Nanodegree

reinforcement-learning

Reinforcement learning material, code and exercises for Udacity Nanodegree programs.

shopping-list

teachers-digital-platform

Teacher's Digital Platform

tock

We use Tock to track and report our time at 18F