More Problems

• 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.
• Write a program to implement the RANSAC algorithm using matrix operations.
• Write a program to compute the Mahalanobis distance using covariance matrices.
• Write a program to perform the t-SNE algorithm for dimensionality reduction using matrices.