Pinned

1. Identifying-Manga-with-Convolutional-Neural-Networks Identifying-Manga-with-Convolutional-Neural-Networks Public

   Training a Neural Net with 20,000 pages of manga to identify the series of an individual page. With Transfer Learning we created a model that links a page to its series with 95% accuracy.

   Jupyter Notebook

2. Predicting-NYC-Taxi-Destinations Predicting-NYC-Taxi-Destinations Public

   A comprehensive exploratory data analysis for predicting taxi destinations with logistic regression.

   Jupyter Notebook

3. Classifying-2016-2020-NBA-Positions-with-Random-Forest Classifying-2016-2020-NBA-Positions-with-Random-Forest Public

   Using Random Forest Classification to see if NBA Positions in the years 2016-2020 could be determined solely from box score statistics.

   Jupyter Notebook

4. Melee-Twitter-Scraping-Sentiment-Analysis Melee-Twitter-Scraping-Sentiment-Analysis Public

   Analyzing 50,000 Tweets scraped from the Super Smash Bros Melee Twitter community using Sentiment Analysis with the Natural Language Processing tool VADER.

   Jupyter Notebook

5. K-Means-Clustering-Star-Wars-Movies K-Means-Clustering-Star-Wars-Movies Public

   Using K Means Clustering in Python to see if I could segment the Star Wars fanbase based on their preferences for the 9 mainline movies. Data gathered primarily on the users of the Starwarscantina …

   Jupyter Notebook

6. NYU-Melee-Data-Tracking-Elo-Rankings NYU-Melee-Data-Tracking-Elo-Rankings Public

   Grabbing data from the Challonge API to track the weekly NYU Melee tournaments. Includes features like an Elo rating system for all players and Head to Head matrices.

   R