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Ali Rishty's Projects

5001research icon 5001research

Jeopardy Game, Mini-Boxes game. Coded with HTML, CSS, Javascript, JQuery

alien-invasion icon alien-invasion

Website for students enrolled in a Psychology Statistics course to understand alien-themed review assignments.

eeg-and-confusion icon eeg-and-confusion

Data from a study measuring EEG signals during confused states is visualized and analyzed for feature extraction.

genretics icon genretics

R Shiny app that allows users to analyze properties of musical genre categories that have formed over time by interacting with Spotify's track metrics.

goodreads-scraping icon goodreads-scraping

Built with Scrapy, this project provides a spider that scrapes information on the top 100 "most read this week" books in each of 28 genres.

ml-housing icon ml-housing

Machine learning project that predicts house values in Ames, Iowa and calculates the most profitable ways to flip homes.

pokemon-battle icon pokemon-battle

Classifies Pokemon according to grass, fire, and water types, and simulates the franchise's battle mode.

reinforcement-learning icon reinforcement-learning

The performance of a relatively new reinforcement learning algorithm, QV-Learning, is compared with that of two popular ones, Q-Learning and SARSA, via experiment simulations.

travel-rec-automation icon travel-rec-automation

Implementation of natural language processing, supervised and unsupervised machine learning methods for classifying events around the US to automate a travel start-up's recommendation pipeline. Includes interactive command line tool.

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