gordonliang7's repositories
catcher-playcalling
This code runs simulations on an abridged version of real data from the 2020 MLB season to find certain situations when a pitcher worked significantly better or worse with a catcher than without.
CatcherVariance
This notebook was designed to measure the variance of catcher pitch calling. Inspired by complaints that Martin Maldonado calls the same pitch over and over.
labssentials
This is the code for a web app I designed to build reaction tables for chemistry students. Currently a work in progress.
NFL-Drives
In the attached R document, I assess the controversial topic of when to punt vs when to go for it
NHL-scheduling
Designing an A* Search to optimize NHL Scheduling based on travel and off days
Outfield-Logistic-Regression
Mining outfield range data from Baseball Savant and running Logistic Regression to classify batted balls and provide player-specific catch probabilities
worst-loss
This notebook explores using pandas's groupby().apply() method chain to scan through MLB games and determine which loss was a team's worst loss within the data