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Simulation-of-Stochastic-Processes

This contains all my assignments and projects done as a part of EE511 coursework taught by Prof. Osondo Osoeba

The gist of the contents in each of the folders are as under:

Project 1

Gaussian distributions and IID samples

Project 2

Evaluation of Random Number Generator and Accept-Reject method

Project 3

K-Means and GMM Expectation-Maximization (EM) Clustering

Project 4

Monte Carlo and Variance Reduction Methods

Project 5

Markov Chain and Monte Carlo (MCMC) Sampling and Optimization

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