More Problems

• Write a program to perform model averaging using Bayesian methods and matrix representations.
• Write a program to compute the structure of a Bayesian network from a dataset represented as a matrix.
• Write a program to implement the Gaussian processes for regression using matrices.
• Write a program to calculate the weights for a neural network using backpropagation with matrices.
• Write a program to check if a matrix has full rank and compute its rank.
• Write a program to compute the relative entropy between two probability distributions using matrices.
• Write a program to perform dimensionality reduction using Latent Semantic Analysis (LSA) with matrices.
• Write a program to implement the k-nearest neighbors algorithm with different distance metrics using matrices.