More Problems

• Write a program to perform Bayesian analysis using Markov Chain Monte Carlo (MCMC) methods with matrices.
• Write a program to compute the distance matrix using the Chebyshev distance metric.
• Write a program to implement the Gini impurity index calculation for multi-class classification tasks using matrices.
• Write a program to perform clustering using hierarchical methods and compute the linkage matrix using matrices.
• Write a program to calculate the Kullback-Leibler divergence for two probability distributions represented as matrices.
• Write a program to implement the k-means clustering algorithm with random initialization using matrices.
• Write a program to compute the confusion matrix for evaluating multi-class classification tasks using matrices.
• Write a program to perform Bayesian inference using conjugate priors and matrix representations.