More Problems

• Write a program to perform dimensionality reduction using UMAP and visualize the results.
• Write a program to calculate the log-odds ratio using contingency tables represented as matrices.
• Write a program to implement the random forest algorithm for classification tasks using matrices.
• Write a program to compute the distance between two probability distributions using the Hellinger distance.
• Write a program to compute the gradient descent optimization algorithm for linear regression using matrices.
• Write a program to implement the variational inference technique using matrices for Bayesian models.
• Write a program to perform Bayesian linear regression using matrix algebra.
• Write a program to compute the Laplacian matrix for a given graph using its adjacency matrix.