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Erik Perez's Projects

bayesian_inference icon bayesian_inference

Scripts for an introductory course in Bayesian inference. Examples of posterior distribution calculations and Markov chain Monte Carlo methods are implemented.

computational_physics icon computational_physics

Codes developed in Mathematica for a course of computational physics in my master's degree in physics

computational_plasma_physics icon computational_plasma_physics

Development of numerical tools to solve a 1D-1V Vlasov-Poisson system and an Electrostatic Particle in Cell Kinetic code.

mario-neat icon mario-neat

Implementation of the Neural Evolution for Augmented Topologies in the 1st level of Super Mario Bros

particle_tracking_model icon particle_tracking_model

Developed an image processing model to track particles from images from a particle detector. Classification models were implemented to identify particles in the images and differentiate them from background noise.

quantitative_finance icon quantitative_finance

Explore stock market data for various companies and obtain the investment risk using Capital Asset Pricing Model (CAPM), Modern Portfolio Theory and Black Scholes Model.

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