archive_class

dc1

A Naive Bayes model and logistic regression model to classify the sentiment of movie reviews

dc2

A Naive Bayes and backoff hybrid model to classify emails as spam or not

dc4

A Word2Vec and POS model that classifies Quora questions as duplicates or not depending whether POS tokens align, and whether the cosine similarities between two question vectors differ enough

dc5

A Word2Vec and TF-IDF model that acts as a search engine for TED Talk transcripts, returning 10 most relevant talks based on user input

incubator-superset

Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application

interactive-pathfinding

A website that allows people to practice converting real world problems into problem spaces ammendable by pathfinding algorithms

joey-rose

Repo to introduce myself to profile viewers!

joeyrose.dev

My personal website

nbaclutchproject

Web app that leverages Flask backend to pull wealth of data on NBA players in clutch circumstances directly from NBA.com and visualizes it in a comprehensible manner, allowing users to settle the age-old argument: who's more clutch?

nlp_final_project

This project assesses the efficacy of contemporary approaches' ability to de-gender-bias coreference resolution models (duplicating the corpus and swapping pronouns with their respective counterparts, and neutralizing the direction of gender within individual word embedding vectors) when applied to word embedding models. We found direction neutralization to be the most effective at reducing gender bias in word embeddings, but poor at retaining useful gendered discrepancies. The opposite was found for corpus augmentation. Lastly, we found that a combination of the two approaches did not yield statistically significant improvements in gender-debiasing.

occidental-college-student-attitudes

Website with interactive chart that displays the words Occidental College students use when discussing various topics on the OxyConfessions page. As a result, the attitudes of Occidental College students (who post anonymously on the OxyConfessions page) toward various topics may be loosely extrapolated.

oxycsbot

A basic chatbot that gives office hours information.

oxyos.org

pluralsight-microservice

presto

Home of the community managed version of Presto, the distributed SQL query engine for big data, under the auspices of the Presto Software Foundation.

wifi_speed_map