More Problems

• Write a program to perform matrix decomposition using singular value decomposition (SVD).
• Write a program to calculate the BIC (Bayesian Information Criterion) using matrices for model selection.
• Write a program to implement a non-linear optimization algorithm using matrices.
• Write a program to calculate the Akaike Information Criterion (AIC) using matrices for model selection.
• Write a program to perform kernel methods for Support Vector Machines (SVM) using matrices.
• Write a program to check if a matrix is a valid correlation matrix.
• Write a program to compute the pairwise cosine similarity between rows in a matrix.
• Write a program to implement the Lasso regression using coordinate descent and matrices.