More Problems

• Write a program to implement the variational inference technique using matrices for Bayesian models.
• Write a program to perform Bayesian linear regression using matrix algebra.
• Write a program to compute the Laplacian matrix for a given graph using its adjacency matrix.
• Write a program to check if a matrix can be transformed into a diagonal matrix using similarity transformations.
• Write a program to implement the k-means clustering algorithm with dynamic number of clusters using matrices.
• 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.