More Problems

• Write a program to implement the k-modes clustering algorithm for categorical data using matrices.
• Write a program to calculate the empirical distribution function from a dataset represented as a matrix.
• Write a program to perform feature selection techniques using matrix representations.
• Write a program to implement the dimensionality reduction using Independent Component Analysis (ICA).
• Write a program to compute the joint probability distribution from marginal distributions represented as matrices.
• Write a program to implement the Non-negative Matrix Factorization (NMF) for topic modeling.
• Write a program to calculate the eigenvalues and eigenvectors of a sparse matrix.
• Write a program to implement the Multi-layer Perceptron (MLP) using backpropagation with matrices.