Rebecca Lopez's repositories
Music-Generation-and-Classification-Using-NNs
This repository holds code for the generation and classification of music files using neural networks on time series audio data. This project was done by my partner and I as a final project for our Complex Structures graduate level class at the University of Washington.
Bayesian-Statistical-Modeling
Various techniques for statistical modeling in R software through the Bayesian perspective (ie. Bayesian Bootstrapping, Monte Carlo, Hierarchical Models, Regression, Inference, etc). Part of my graduate level Bayesian Statistical Modeling course.
Modeling-NBA-MVP-Shares-Using-Bayesian-Beta-Regression
My team and I utilize a Bayesian beta regression model to predict the MVP vote share a given NBA player will receive at the end of the season for our final project in our graduate level Bayesian Modeling course.
Structures-Of-Complex-Systems
Holds assignments from my grad level complex structures and deep learning course in the UW Applied Math dept.
Visualizing-Randomized-Optimization-Methods
This repository contains my work and code produced for visualizing and understanding the performance of randomized optimization methods for the Argonne National Lab as part of the GEM Fellowship.