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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to implement the k-means clustering algorithm with parallel processing using matrices.
More Problems
Write a program to compute the Barycentric coordinates for a point in a triangle represented as a matrix.
Write a program to implement the Gaussian Mixture Model (GMM) using the Expectation-Maximization (EM) algorithm with matrices.
Write a program to calculate the cosine similarity between rows in a matrix.
Write a program to perform data normalization using min-max scaling on a dataset represented as a matrix.
Write a program to compute the weighted least squares regression coefficients using matrices.
Write a program to implement the Independent Component Analysis (ICA) for blind source separation using matrices.
Write a program to calculate the area under the curve (AUC) for a ROC curve represented as a matrix.
Write a program to compute the variational autoencoder (VAE) using matrix representations.
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