More Problems

• Write a program to compute the variational autoencoder (VAE) using matrix representations.
• Write a program to perform the Randomized SVD for large matrices.
• Write a program to calculate the total number of connected components in a graph using its adjacency matrix.
• Write a program to compute the L1 and L2 regularization terms using matrices for regression models.
• Write a program to check if a matrix can be expressed as a sum of two positive semi-definite matrices.
• Write a program to compute the pairwise Pearson correlation coefficients between columns in a matrix.
• Write a program to implement matrix factorization techniques for collaborative filtering in recommendation systems.
• Write a program to compute the cumulative distribution function (CDF) from a dataset using matrices.