More Problems

• Write a program to perform regression analysis using polynomial regression with matrix methods.
• Write a program to compute the precision-recall curve for binary classification using matrices.
• Write a program to check if a matrix can be factored into orthogonal matrices using SVD.
• Write a program to implement a collaborative filtering algorithm using user-item interaction matrices.
• Write a program to perform Bayesian inference using conjugate priors and matrix representations.
• Write a program to compute the log-likelihood for a dataset represented as a matrix.
• Write a program to implement the fast Fourier transform (FFT) and visualize the frequency components using matrices.
• Write a program to calculate the average precision score for multi-class classification using matrices.