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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to perform clustering using Gaussian Mixture Models (GMM) and the Expectation-Maximization (EM) algorithm.
More Problems
Write a program to calculate the conditional probabilities using Bayes theorem with matrices.
Write a program to compute the coefficients of a polynomial regression using matrix methods.
Write a program to implement the multidimensional scaling (MDS) technique using matrices.
Write a program to compute the BIC (Bayesian Information Criterion) for model selection using matrices.
Write a program to perform bootstrapping techniques for estimating confidence intervals with matrices.
Write a program to check if a matrix is weakly connected and compute its components.
Write a program to compute the total number of spanning trees in a graph using the Laplacian matrix.
Write a program to implement the naive Bayes classifier for multi-class classification using matrices.
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