More Problems

• Write a program to compute the distance between two probability distributions using the Hellinger distance.
• Write a program to calculate the Wasserstein distance between two distributions represented as matrices.
• Write a program to implement non-linear dimensionality reduction techniques using matrices.
• Write a program to calculate the coherence score of a set of topics using matrices.
• Write a program to perform matrix completion using the Singular Value Thresholding (SVT) algorithm.
• Write a program to check if a matrix is positive semi-definite using eigenvalues.
• Write a program to calculate the spectral clustering of a graph represented by its adjacency matrix.
• Write a program to implement the K-means++ algorithm for initializing centroids.