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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to implement the k-means clustering algorithm with dynamic number of clusters using matrices.
More Problems
Write a program to compute the total sum of squares (TSS) in regression analysis using matrices.
Write a program to calculate the conditional variance using matrices for different groups.
Write a program to implement non-negative matrix factorization (NMF) for topic modeling.
Write a program to perform multi-dimensional scaling (MDS) on a distance matrix.
Write a program to compute the precision-recall curve using predicted and true labels represented as matrices.
Write a program to perform hierarchical clustering using Wards method on a distance matrix.
Write a program to implement the Monte Carlo integration method using matrices.
Write a program to calculate the total variance in a dataset represented as a matrix.
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