More Problems

• Write a program to implement the Principal Component Analysis (PCA) using SVD with matrices.
• Write a program to check if a matrix is a valid transition matrix for a Markov chain.
• Write a program to compute the probability transition matrix from a given transition counts matrix.
• Write a program to perform network analysis using adjacency matrices.
• Write a program to calculate the graph Laplacian from an adjacency matrix.
• Write a program to compute the diffusion distances using matrices for manifold learning.
• Write a program to implement matrix factorization for collaborative filtering in recommendation systems.
• Write a program to calculate the maximum flow in a network using the Edmonds-Karp algorithm with a capacity matrix.