More Problems

• Write a program to perform statistical inference using a dataset represented as a matrix.
• Write a program to compute the Gini index using a dataset of rankings represented as a matrix.
• 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.