More Problems

• Write a program to implement logistic regression using gradient descent and regularization with matrices.
• Write a program to check if a matrix is symmetric and compute its eigenvalues.
• Write a program to compute the AUC-ROC score for a classification model using a confusion matrix.
• Write a program to implement the support vector regression (SVR) using kernel methods with matrices.
• Write a program to perform feature extraction using Non-negative Matrix Factorization (NMF).
• Write a program to compute the total number of spanning trees in a directed graph using matrices.
• Write a program to implement the Givens rotation for QR decomposition using matrices.
• Write a program to calculate the log-likelihood for a Gaussian mixture model using matrices.