Architecture of advanced numerical analysis systems: designing a scientific computing system using ocaml
- Author
- Liang Wang & Jianxin Zhao
- Publication Year
- 2023
- Publisher
- Springer
- Language
- English
- Document Type
- Book
- Faculty / Subject Heading
- Computer Science
- Download Book Read book
Applies the functional OCaml programming language to numerical or computational weighted data science, engineering, and scientific applications. This book is based on the authors' first-hand experience building and maintaining Owl, an OCaml-based numerical computing library. You'll first learn the various components in a modern numerical computation library. Then, you will learn how these components are designed and built up and how to optimize their performance. After reading and using this book, you'll have the knowledge required to design and build real-world complex systems that effectively leverage the advantages of the OCaml functional programming language.
Keywords: Artificial intelligence / Big data / Computer science / Data Science / Engineering / Programming languages / Ocaml / Scientific computing / Computational theory / Debugging - Programming / Open source Code / Data science / Dig data
