More Problems

• Write a program to perform feature extraction using term frequency-inverse document frequency (TF-IDF) with matrices.
• Write a program to compute the silhouette score for evaluating clustering performance using matrices.
• Write a program to check if a matrix is a valid stochastic matrix and compute its stationary distribution.
• Write a program to compute the distance matrix using the Minkowski distance metric.
• Write a program to implement the Gini impurity index calculation for classification tasks using matrices.
• Write a program to calculate the log-odds for a binary classification task using matrices.
• Write a program to compute the Kullback-Leibler divergence between two distributions represented as matrices.
• Write a program to implement the naïve Bayes algorithm for text classification using matrices.