More Problems

• Write a program to calculate the Shannon entropy of a distribution represented by a matrix.
• Write a program to compute the Kullback-Leibler divergence between two distributions represented as matrices.
• Write a program to perform the Fisher linear discriminant analysis using matrices.
• Write a program to implement linear regression using matrix operations.
• Write a program to implement the perceptron learning algorithm using matrix operations.
• Write a program to implement support vector machines using matrices for classification tasks.
• Write a program to compute the AUC-ROC score using the confusion matrix.
• Write a program to compute the F1-score using the confusion matrix.