More Problems

• Write a program to compute the total number of spanning trees in a graph using the Laplacian matrix.
• Write a program to implement the naive Bayes classifier for multi-class classification using matrices.
• Write a program to perform the Gini impurity calculation for multi-class classification using matrices.
• Write a program to compute the area under the curve (AUC) for receiver operating characteristic (ROC) curves using matrices.
• Write a program to implement linear regression using gradient descent and regularization techniques with matrices.
• Write a program to perform feature extraction using bag-of-words representation with matrices.
• Write a program to compute the Bayesian posterior distribution using conjugate priors with matrices.
• Write a program to implement kernel PCA for dimensionality reduction using matrices.