More Problems

• Write a program to check if a matrix has full rank and compute its rank.
• Write a program to compute the relative entropy between two probability distributions using matrices.
• Write a program to perform dimensionality reduction using Latent Semantic Analysis (LSA) with matrices.
• Write a program to implement the k-nearest neighbors algorithm with different distance metrics using matrices.
• Write a program to compute the Fourier coefficients of a periodic function represented as a matrix.
• Write a program to check if a matrix is reducible or irreducible and compute its properties.
• Write a program to calculate the adjusted mutual information for clustering evaluation using matrices.
• Write a program to implement the spectral radius calculation for a matrix using its eigenvalues.