Читать книгу Informatics and Machine Learning - Stephen Winters-Hilt - Страница 26

Throughout the text an effort is made to provide mathematical specifics to clearly understand the theoretical underpinnings of the methods. This provides a strong exposition of the theory but the motivation for this is not to do more theory, but to then proceed to a clearly defined computational implementation. This is where mathematical elegance meets implementation/computational practicality (and the latter wins). In this text, the focus is almost entirely on elegent methods that also have highly efficient computational implementations.