More Problems

• Write a program to perform regression analysis using Ridge regression with matrix methods.
• Write a program to compute the Kullback-Leibler divergence between two probability distributions using matrices.
• Write a program to implement the k-modes clustering algorithm for categorical data using matrices.
• Write a program to perform multi-variate analysis of variance (MANOVA) using matrices.
• Write a program to calculate the logarithmic loss for multi-class classification using matrices.
• Write a program to implement the naive Bayes classifier using a multinomial distribution with matrices.
• Write a program to perform linear programming using the Simplex method with matrix representations.
• Write a program to perform the singular value decomposition (SVD) and apply dimensionality reduction.