More Problems

• Write a program to perform clustering using Gaussian Mixture Models (GMM) with matrices.
• Write a program to compute the logit transformation of a probability matrix.
• Write a program to implement the independent component analysis (ICA) using matrices.
• Write a program to calculate the pairwise distance matrix using the Mahalanobis distance.
• Write a program to perform dimensionality reduction using PCA and visualize the components.
• Write a program to implement the k-Nearest Neighbors algorithm for multi-class classification using distance matrices.
• Write a program to calculate the predictive accuracy of a model using matrices.
• Write a program to compute the class probabilities from a softmax function using matrices.