More Problems

• Write a program to calculate the Kullback-Leibler divergence for two probability distributions represented as matrices.
• Write a program to implement the k-means clustering algorithm with random initialization using matrices.
• Write a program to compute the confusion matrix for evaluating multi-class classification tasks using matrices.
• Write a program to perform Bayesian inference using conjugate priors and matrix representations.
• Write a program to compute the coefficients of a linear regression model using the normal equation with matrices.
• Write a program to check if a matrix is weakly connected in a directed graph.
• Write a program to implement the random forest algorithm for regression tasks using matrices.
• Write a program to calculate the area under the ROC curve (AUC) for a classification model using matrices.