More Problems

• Write a program to calculate the cumulative sum of a dataset represented as a matrix.
• Write a program to implement the k-nearest neighbors algorithm with distance weighting using matrices.
• Write a program to compute the total variation distance between two distributions using matrices.
• Write a program to perform Bayesian linear regression using matrix representations.
• Write a program to implement the logistic regression algorithm using maximum likelihood estimation with matrices.
• Write a program to perform time series analysis using seasonal decomposition techniques with matrices.
• Write a program to compute the expected log-likelihood for a Gaussian mixture model using matrices.
• Write a program to implement the Gini impurity calculation for a classification task using matrices.