This project implements the Linear Discriminant Analysis (LDA) algorithm — a powerful technique used in machine learning and statistics for dimensionality reduction and classification. LDA works by ...

Let’s start with an actual set of documents and see how LDA performs. The author gathered self-descriptions by thirty U.S. law firms, as in what they might use in recruitment brochures. Each ...