|
| Titre : |
Architecture of Advanced Numerical Analysis Systems : Designing a Scientific Computing System using OCaml |
| Type de document : |
document électronique |
| Auteurs : |
Liang Wang, Auteur ; Jianxin Zhao, Auteur |
| Editeur : |
Berkeley [USA] : Apress |
| Année de publication : |
2022 |
| Présentation : |
ill. |
| ISBN/ISSN/EAN : |
978-1-4842-8853-5 |
| Langues : |
Anglais (eng) |
| Catégories : |
Open Access Publications
|
| Tags : |
OCaml Numerical Analysis Functional Programming GPU/TPU Data Science Big Data |
| Index. décimale : |
005.13 Langages de programmation |
| Résumé : |
This unique open access 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 |
| En ligne : |
https://doi.org/10.1007/978-1-4842-8853-5 |
Architecture of Advanced Numerical Analysis Systems : Designing a Scientific Computing System using OCaml [document électronique] / Liang Wang, Auteur ; Jianxin Zhao, Auteur . - Berkeley (USA) : Apress, 2022 . - : ill. ISBN : 978-1-4842-8853-5 Langues : Anglais ( eng)
| Catégories : |
Open Access Publications
|
| Tags : |
OCaml Numerical Analysis Functional Programming GPU/TPU Data Science Big Data |
| Index. décimale : |
005.13 Langages de programmation |
| Résumé : |
This unique open access 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 |
| En ligne : |
https://doi.org/10.1007/978-1-4842-8853-5 |
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