This is an exploratory data analysis (EDA) of a Kaggle dataset I made as part of the Flatiron School Data Science Bootcamp. The slides from an associated presentation are available here. 🔗 View on GitHub
Category: Exploration
Exploratory projects ranging from understanding the problem of space debris to modeling epidemic spread.
Skyrim Alchemy Optimizer
This Jupyter notebook 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 you have with…
Boolean Network Animation
This page 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. 🔗 network.blakerayvid.com View on GitHub
Epidemic Simulator
This Jupyter notebook 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…
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, a savings account simulator and more. 🔗 sims.blakerayvid.com View on GitHub
Projectile Motion
This is a Desmos project which calculates the two possible angles at which to fire a projectile with a given muzzle speed to hit a specified target at (x,y). The project also displays the range envelope for the given muzzle speed where solutions exist. You can move the target around in the window and the…