Verwandte Artikel zu Architecture of Advanced Numerical Analysis Systems:...
Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System using OCaml - Softcover
Inhaltsangabe
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.
What You Will Learn
- 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 based on algorithmic differentiation
- Design and optimize a computation graph module, and understand the benefits it brings to the numerical computing library
- Accommodate the growing number of hardware accelerators (e.g. GPU, TPU) and execution backends (e.g. web browser, unikernel) of numerical computation
- Use the Zoo system for efficient scripting, code sharing, service deployment, and composition
- Design and implement a distributed computing engine to work with a numerical computing library, providing convenient APIs and high performance
Who This Book Is For
Those with prior programming experience, especially with the OCaml programming language, or with scientific computing experience who may be new to OCaml. Most importantly, it is for those who are eager to understand not only how to use something, but also how it is built up.
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Über die Autorin bzw. den Autor
Liang Wang is the Chief AI Architect at Nokia, the Chief Scientific Officer at iKVA, a Senior Researcher at the University of Cambridge, and an Intel Software Innovator. He has a broad research interest in artificial intelligence, machine learning, operating systems, computer networks, optimization theory, and graph theory.
Jianxin Zhao is a PhD graduate from the University of Cambridge, supervised by Prof. Jon Crowcroft. His research interests include numerical computation, high-performance computing, machine learning, and their application in the real world.
Von der hinteren Coverseite
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.
You will:
- 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 based on algorithmic differentiation
- Design and optimize a computation graph module, and understand the benefits it brings to the numerical computing library
- Accommodate the growing number of hardware accelerators (e.g. GPU, TPU) and execution backends (e.g. web browser, unikernel) of numerical computation
- Use the Zoo system for efficient scripting, code sharing, service deployment, and composition
- Design and implement a distributed computing engine to work with a numerical computing library, providing convenient APIs and high performance
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
- VerlagApress
- Erscheinungsdatum2022
- ISBN 10 1484288521
- ISBN 13 9781484288528
- EinbandTapa blanda
- SpracheEnglisch
- Auflage1
- Anzahl der Seiten488
- Kontakt zum HerstellerNicht verfügbar
Neu kaufen
Diesen Artikel anzeigen
EUR 35,51
Gratis für den Versand von USA nach Deutschland
Versandziele, Kosten & Dauer
Suchergebnisse für Architecture of Advanced Numerical Analysis Systems:...
Beispielbild für diese ISBN
Architecture of Advanced Numerical Analysis Systems : Designing a Scientific Computing System using OCaml
Anbieter: Buchpark, Trebbin, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Zustand: Sehr gut. Zustand: Sehr gut | Seiten: 488 | Sprache: Englisch | Produktart: Bücher. Bestandsnummer des Verkäufers 40308195/2
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Architecture of Advanced Numerical Analysis Systems : Designing a Scientific Computing System using OCaml
Anbieter: Buchpark, Trebbin, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Zustand: Hervorragend. Zustand: Hervorragend | Seiten: 488 | Sprache: Englisch | Produktart: Bücher. Bestandsnummer des Verkäufers 40308195/1
Anzahl: 5 verfügbar
Beispielbild für diese ISBN
Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System Using Ocaml
Anbieter: ThriftBooks-Dallas, Dallas, TX, USA
Verkäuferbewertung 5 von 5 Sternen
Paperback. Zustand: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 1.85. Bestandsnummer des Verkäufers G1484288521I3N00
Anzahl: 1 verfügbar
Internationale Ausgabe
Architecture of Advanced Numerical Analysis Systems
Internationale AusgabeAnbieter: Romtrade Corp., STERLING HEIGHTS, MI, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Bestandsnummer des Verkäufers ABNR-209397
Anzahl: 2 verfügbar
Foto des Verkäufers
Architecture Of Advanced Numerical Analysis Systems 1st ed.
Anbieter: GreatBookPrices, Columbia, MD, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: As New. Unread book in perfect condition. Bestandsnummer des Verkäufers 45291115
Anzahl: 4 verfügbar
Foto des Verkäufers
Computational OCaml
Verlag:
Springer, Berlin|OCaml Software Foundation|Apress, 2023
ISBN 10: 1484288521
ISBN 13: 9781484288528
Neu
Softcover
Anbieter: moluna, Greven, Deutschland
Verkäuferbewertung 4 von 5 Sternen
Zustand: New. 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 maintainin. Bestandsnummer des Verkäufers 693976809
Anzahl: 1 verfügbar
Foto des Verkäufers
Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System Using Ocaml (Paperback or Softback)
Verlag:
Apress 12/27/2022, 2022
ISBN 10: 1484288521
ISBN 13: 9781484288528
Neu
Paperback or Softback
Anbieter: BargainBookStores, Grand Rapids, MI, USA
Verkäuferbewertung 5 von 5 Sternen
Paperback or Softback. Zustand: New. Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System Using Ocaml 1.85. Book. Bestandsnummer des Verkäufers BBS-9781484288528
Anzahl: 5 verfügbar
Foto des Verkäufers
Architecture of Advanced Numerical Analysis Systems
Print-on-DemandAnbieter: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. What You Will LearnOptimize core operations based on N-dimensional arraysDesign and implement an industry-level algorithmic differentiation moduleImplement mathematical optimization, regression, and deep neural network functionalities based on algorithmic differentiationDesign and optimize a computation graph module, and understand the benefits it brings to the numerical computing libraryAccommodate the growing number of hardware accelerators (e.g. GPU, TPU) and execution backends (e.g. web browser, unikernel) of numerical computationUse the Zoo system for efficient scripting, code sharing, service deployment, and compositionDesign and implement a distributed computing engine to work with a numerical computing library, providing convenient APIs and high performance Who This Book Is For Those with prior programming experience, especially with the OCaml programming language, or with scientific computing experience who may be new to OCaml. Most importantly, it is for those who are eager to understand not only how to use something, but also how it is built up. 488 pp. Englisch. Bestandsnummer des Verkäufers 9781484288528
Anzahl: 2 verfügbar
Beispielbild für diese ISBN
Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System using OCaml
Print-on-DemandAnbieter: THE SAINT BOOKSTORE, Southport, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Paperback / softback. Zustand: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 209. Bestandsnummer des Verkäufers C9781484288528
Anzahl: Mehr als 20 verfügbar
Beispielbild für diese ISBN
Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System using OCaml
Anbieter: THE SAINT BOOKSTORE, Southport, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Paperback / softback. Zustand: New. New copy - Usually dispatched within 2 working days. 209. Bestandsnummer des Verkäufers B9781484288528
Anzahl: 1 verfügbar