Raspberry Pi Supercomputing and Scientific Programming: MPI4PY, NumPY, and SciPY for Enthusiasts
Build an inexpensive cluster of multiple Raspberry Pi computers and install all the required libraries to write parallel and scientific programs in Python 3. This book covers setting up your Raspberry Pis, installing the necessary software, and making a cluster of multiple Pis. Once the cluster is b...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[United States]
Apress
2017
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| Series: | Technology in action
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| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781484228784/?ar |
| Summary: | Build an inexpensive cluster of multiple Raspberry Pi computers and install all the required libraries to write parallel and scientific programs in Python 3. This book covers setting up your Raspberry Pis, installing the necessary software, and making a cluster of multiple Pis. Once the cluster is built, its power has to be exploited by means of programs to run on it. So, Raspberry Pi Supercomputing and Scientific Programming teaches you to code the cluster with the MPI4PY library of Python 3. Along the way, you will learn the concepts of the Message Passing Interface (MPI) standards and will explore the fundamentals of parallel programming on your inexpensive cluster. This will make this book a great starting point for supercomputing enthusiasts who want to get started with parallel programming. The book finishes with details of symbolic mathematics and scientific and numerical programming in Python, using SymPi, SciPy, NumPy, and Matplotlib. You'll see how to process signals and images, carry out calculations using algebra, and visualize your results, all using Python code. With the power of a Raspberry Pi supercomputer at your fingertips, data-intensive scientific programming becomes a reality at home. You will: Discover the essentials of supercomputing Build a low-cost cluster of Raspberry Pis at home Harness the power of parallel programming and the Message Passing Interface (MPI) Use your supercomputer for symbolic, numerical, and scientific programming. |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9781484228784 1484228782 |
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| series2 | Technology in action |
| spelling | Pajankar, Ashwin VerfasserIn aut Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts Ashwin Pajankar [United States] Apress 2017 1 Online-Ressource Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Technology in action Build an inexpensive cluster of multiple Raspberry Pi computers and install all the required libraries to write parallel and scientific programs in Python 3. This book covers setting up your Raspberry Pis, installing the necessary software, and making a cluster of multiple Pis. Once the cluster is built, its power has to be exploited by means of programs to run on it. So, Raspberry Pi Supercomputing and Scientific Programming teaches you to code the cluster with the MPI4PY library of Python 3. Along the way, you will learn the concepts of the Message Passing Interface (MPI) standards and will explore the fundamentals of parallel programming on your inexpensive cluster. This will make this book a great starting point for supercomputing enthusiasts who want to get started with parallel programming. The book finishes with details of symbolic mathematics and scientific and numerical programming in Python, using SymPi, SciPy, NumPy, and Matplotlib. You'll see how to process signals and images, carry out calculations using algebra, and visualize your results, all using Python code. With the power of a Raspberry Pi supercomputer at your fingertips, data-intensive scientific programming becomes a reality at home. You will: Discover the essentials of supercomputing Build a low-cost cluster of Raspberry Pis at home Harness the power of parallel programming and the Message Passing Interface (MPI) Use your supercomputer for symbolic, numerical, and scientific programming. Raspberry Pi (Computer) Computer programming Python (Computer program language) Programming languages (Electronic computers) Raspberry Pi (Ordinateur) Programmation (Informatique) Python (Langage de programmation) computer programming COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference 9781484228777 Erscheint auch als Druck-Ausgabe 9781484228777 |
| spellingShingle | Pajankar, Ashwin Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts Raspberry Pi (Computer) Computer programming Python (Computer program language) Programming languages (Electronic computers) Raspberry Pi (Ordinateur) Programmation (Informatique) Python (Langage de programmation) computer programming COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference |
| title | Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts |
| title_auth | Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts |
| title_exact_search | Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts |
| title_full | Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts Ashwin Pajankar |
| title_fullStr | Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts Ashwin Pajankar |
| title_full_unstemmed | Raspberry Pi Supercomputing and Scientific Programming MPI4PY, NumPY, and SciPY for Enthusiasts Ashwin Pajankar |
| title_short | Raspberry Pi Supercomputing and Scientific Programming |
| title_sort | raspberry pi supercomputing and scientific programming mpi4py numpy and scipy for enthusiasts |
| title_sub | MPI4PY, NumPY, and SciPY for Enthusiasts |
| topic | Raspberry Pi (Computer) Computer programming Python (Computer program language) Programming languages (Electronic computers) Raspberry Pi (Ordinateur) Programmation (Informatique) Python (Langage de programmation) computer programming COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference |
| topic_facet | Raspberry Pi (Computer) Computer programming Python (Computer program language) Programming languages (Electronic computers) Raspberry Pi (Ordinateur) Programmation (Informatique) Python (Langage de programmation) computer programming COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference |
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