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This repository contains implementations of Monte Carlo techniques, including Gibbs sampling, variational Monte Carlo, and ab initio molecular dynamics, along with heuristic optimization methods such as simulated annealing and genetic algorithms. It also includes numerical methods for option pricing and stochastic processes.