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Tag: NumPy

Vectorization and high-speed numerical operations for complex modeling, including epidemic simulations and profit-maximization solvers.

Epidemic Simulator

Posted on April 19, 2020July 12, 2026 by Blake

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…

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