Architecture of Advanced Numerical Analysis Systems
eBook Details: Paperback: 485 pages Publisher: WOW! eBook (December 27, 2022) Language: English ISBN-10: 1484288521 ISBN-13: 978-1484288528 eBook Description: Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System using OCaml This unique open access book applies the functional OCaml programming language to numerical or computational weighted data science, engineering, and scientific applications. This Architecture of Advanced Numerical Analysis Systems book is based on the authors’ first-hand experience building and maintaining Owl, an OCaml-based numerical computing library. Optimize core operations based on N-dimensional arrays Design and implement an industry-level algorithmic differentiation module Implement mathematical optimization, regression, and deep neural network functionalities...