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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to perform linear regression using gradient descent with matrix representations.
More Problems
Write a program to compute the precision, recall, and F1-score for a binary classification task using matrices.
Write a program to implement Bayesian hierarchical modeling using matrix representations.
Write a program to compute the cross-validation scores for a regression model using matrices.
Write a program to check if a matrix is a valid correlation matrix based on its eigenvalues.
Write a program to compute the distance matrix using the Cosine similarity metric.
Write a program to implement the Spectral Clustering algorithm using affinity matrices.
Write a program to perform k-means clustering with elbow and silhouette analysis using matrices.
Write a program to compute the maximum flow in a network represented as a matrix.
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