More Problems

• Write a program to perform the MDS (Multidimensional Scaling) algorithm using a distance matrix.
• Write a program to compute the partition function for a probabilistic model using matrices.
• Write a program to check if two matrices are similar using Jordan form.
• Write a program to perform semi-supervised learning using matrix representations.
• Write a program to implement the K-nearest neighbors algorithm using KD-trees for efficient searching.
• Write a program to compute the support vector regression (SVR) using kernel methods.
• Write a program to calculate the confusion matrix for multi-class classification using matrices.
• Write a program to implement the Kalman filter for estimating the state of a dynamic system using matrices.