More Problems

• Write a program to perform regression analysis using Ridge regression with regularization techniques using matrices.
• Write a program to compute the marginal likelihood for a Bayesian model using matrix representations.
• Write a program to implement the Gaussian processes regression using matrix methods.
• Write a program to check if a matrix is irreducible in the context of Markov chains.
• Write a program to compute the distance between two distributions using the Jensen-Shannon divergence.
• Write a program to implement linear programming using the Simplex method with matrix representations.
• Write a program to perform dimensionality reduction using PCA and visualize the results using matrices.
• Write a program to compute the total variation distance between two probability distributions using matrices.