More Problems

• Write a program to implement the naive Bayes classifier for text classification using matrices.
• Write a program to calculate the logistic loss for binary classification using matrices.
• Write a program to perform time series forecasting using exponential smoothing techniques with matrices.
• Write a program to compute the co-occurrence matrix for a set of documents.
• Write a program to check if a matrix is a proper scoring rule based on its properties.
• Write a program to compute the variances and covariances of multiple variables using matrices.
• Write a program to implement the local outlier factor (LOF) algorithm for anomaly detection using matrices.
• Write a program to compute the distances between multiple points in a multi-dimensional space using matrices.