This is an exploratory data analysis of a Kaggle dataset made as part of the Flatiron School Data Science Bootcamp. The slides from an associated presentation I gave are available here. https://github.com/brayvid/space-debris-eda
Category: Exploration
Skyrim Alchemy Optimizer
This is a Colab notebook which can be used to maximize alchemy profitability using the ingredients you have on hand in The Elder Scrolls V: Skyrim. It uses integer linear programming from scipy.optimize.milp to determine which potions to make, and in what quantities, to maximize total value. It needs a csv file of the ingredients…
Boolean Network Animation
This Streamlit app animates the dynamics of a random boolean network, a collection of interconnected binary variables with a rule for determining the next state from the current one. https://github.com/brayvid/boolean-network
Epidemic Simulator
Simulates a disease spreading through a community in random motion. Individuals are represented as points undergoing independent random walks in a bounded 2D environment. Parameters include: the population size, the average population density, the number of times to evolve the system, the number of trials to conduct, and the fraction of the available space that…
Science Sims
During my involvement with the City College Science Sims project, I had the chance to create p5.js sketches to help explain physics and math concepts. These included an interactive ray diagram utilized by faculty to enhance the teaching of optics, a damped spring system and a savings account simulator. https://brayvid.github.io/ https://github.com/brayvid/brayvid.github.io