Download PDF Cython, by Kurt W. Smith
In reviewing Cython, By Kurt W. Smith, currently you may not additionally do traditionally. In this modern age, device and computer system will certainly help you so much. This is the time for you to open up the gizmo and also remain in this site. It is the right doing. You can see the link to download this Cython, By Kurt W. Smith right here, can not you? Simply click the web link and negotiate to download it. You can get to purchase guide Cython, By Kurt W. Smith by on the internet as well as prepared to download and install. It is very different with the traditional method by gong to the book establishment around your city.
Cython, by Kurt W. Smith
Download PDF Cython, by Kurt W. Smith
Cython, By Kurt W. Smith. What are you doing when having extra time? Chatting or scanning? Why do not you aim to review some e-book? Why should be checking out? Checking out is one of enjoyable and also delightful activity to do in your extra time. By checking out from lots of sources, you can find brand-new details and also encounter. Guides Cython, By Kurt W. Smith to read will certainly many beginning from scientific publications to the fiction e-books. It suggests that you could review guides based on the requirement that you wish to take. Obviously, it will certainly be various and you can review all publication kinds whenever. As right here, we will certainly show you a publication need to be checked out. This book Cython, By Kurt W. Smith is the option.
However here, we will certainly reveal you unbelievable thing to be able consistently read guide Cython, By Kurt W. Smith wherever and also whenever you occur and also time. Guide Cython, By Kurt W. Smith by only can aid you to understand having the e-book to review each time. It will not obligate you to always bring the thick book any place you go. You can simply keep them on the gizmo or on soft documents in your computer to constantly review the space at that time.
Yeah, hanging out to check out the publication Cython, By Kurt W. Smith by online could likewise give you favorable session. It will certainly reduce to communicate in whatever problem. This means can be more intriguing to do and much easier to read. Now, to obtain this Cython, By Kurt W. Smith, you could download and install in the link that we give. It will certainly assist you to get easy method to download guide Cython, By Kurt W. Smith.
Guides Cython, By Kurt W. Smith, from easy to difficult one will be an extremely helpful jobs that you can take to change your life. It will not give you negative declaration unless you do not obtain the definition. This is certainly to do in reading an e-book to get rid of the meaning. Frequently, this e-book entitled Cython, By Kurt W. Smith is reviewed due to the fact that you really like this type of book. So, you could obtain easier to understand the impression as well as meaning. Once again to constantly bear in mind is by reviewing this book Cython, By Kurt W. Smith, you could fulfil hat your interest start by completing this reading publication.
Build software that combines Python’s expressivity with the performance and control of C (and C++). It’s possible with Cython, the compiler and hybrid programming language used by foundational packages such as NumPy, and prominent in projects including Pandas, h5py, and scikits-learn. In this practical guide, you’ll learn how to use Cython to improve Python’s performance—up to 3000x— and to wrap C and C++ libraries in Python with ease.
Author Kurt Smith takes you through Cython’s capabilities, with sample code and in-depth practice exercises. If you’re just starting with Cython, or want to go deeper, you’ll learn how this language is an essential part of any performance-oriented Python programmer’s arsenal.
- Use Cython’s static typing to speed up Python code
- Gain hands-on experience using Cython features to boost your numeric-heavy Python
- Create new types with Cython—and see how fast object-oriented programming in Python can be
- Effectively organize Cython code into separate modules and packages without sacrificing performance
- Use Cython to give Pythonic interfaces to C and C++ libraries
- Optimize code with Cython’s runtime and compile-time profiling tools
- Use Cython’s prange function to parallelize loops transparently with OpenMP
- Sales Rank: #164552 in Books
- Published on: 2015-01-31
- Released on: 2015-01-21
- Original language: English
- Number of items: 1
- Dimensions: 9.19" h x .58" w x 7.00" l, .0 pounds
- Binding: Paperback
- 254 pages
About the Author
Kurt Smith has been using Python in scientific computing ever since his college days, looking for any opportunity to incorporate it into his computational physics classes. He has contributed to the Cython project as part of the 2009 Google Summer of Code, implementing the initial version of typed memoryviews and native cython arrays. He uses Cython extensively in his consulting work at Enthought, training hundreds of scientists, engineers, and researchers in Python, NumPy, Cython, and parallel and high-performance computing.
Most helpful customer reviews
16 of 17 people found the following review helpful.
Super Charge Python with Cython
By James Saturn
This is an excellent book. The written style is clean and easy to understand. The author makes a good point about what Cython can and cannot do, and discusses the difference between CPU, memory, and I/O bound operations. There is a comprehensive treatment of Cython and how to optimize Python code that is CPU bound. I've used Cython on and off for several years, but this is by far the best book written about Cython to date.
11 of 11 people found the following review helpful.
Exceptionally written, helpful and concise - highly recommended!
By Alex T
With such a need for ways to improve the performance of a very popular programming language, this rare book on Cython feels long overdue. As someone who develops in Python, this might be the first great learning material on the compiler. Cython by Kurt W. Smith is thankfully well-written, and is a definite recommendation for anyone curious about speeding up Python. Of course, it helps to have some intermediate programming experience in both Python and C (and maybe even some C++, but I'll get to that later).
I will caution those who start to read the book and notice the immediate introduction of compiling Cython code (Chapter 2) even before going in-depth into syntax. Don't be discouraged, as this is actually a very clever organization by the author, whose comprehensible writing proves his knowledgeability in every topic here. Smith is starting off readers with a more conceptual, macroscopic look into how Cython code is ran - in multiple ways, as he explains in the chapter - so that way they're not constantly asking themselves that same question in the later chapters.
Which is to say, this book is meant to be read chronologically, and is not intended to be just a reference source on the subject. For that, you'll want to go to docs.cython.org or github.com/cython/cython/wiki. At roughly 220 pages of content, this book is incredibly dense for what it covers. It's definitely amazing how lean it is without being too overwhelming. Some key topics Smith covers includes organizing Cython code (Chapter 6), making a C library accessible to Python (Chapter 7), doing the same with C++ (Chapter 8), and using cProfile (Chapter 9). The entire text certainly comes off as a project that took years to pile all together.
As someone who's gone through the book page for page, I can assure others that there's at least something that even existing users of Cython are bound to learn. With that all said, my only gripe about Cython by Kurt Smith is what he doesn't cover: debugging and testing. I can understand the omissions for the reason of keeping it all concise, but it would've still been worthwhile to mention that Cython comes with a GDB extension called cygdb for when your project acts up. Still, these are ultimately minor complaints for what is easily the best learning resource on taking full advantage of Cython. Kudos to the computational plasma physicist himself, Kurt W. Smith.
Some other helpful notes:
-You should wait to install Cython before reading this book; Smith has helpful info on installing it for Linux, Mac OS X, and Windows in Chapter 2.
-Some topics make use of IPython and using Python decorators, so get acquainted with both.
-Know what pointers are!
-Be mindful of using C++ with Cython when reading Chapter 9, as the pairing of the two is (as of this writing) still a work in progress, something that even the author acknowledges at the end of the chapter. This is worth mentioning because, to my knowledge, it's hard to know for sure that all of the newer features of C++11 and C++14 are stable with Cython.
-There's a 4-part YouTube tutorial called "Cython: Speed up Python and NumPy, Pythonize C, C++, and Fortran, SciPy2013 Tutorial", presented by Kurt W. Smith himself, and it covers a lot of the same material in the book. It's specifically located in the Enthought YouTube Channel (if you have trouble finding it, its logo looks just like the icon used for the Nintendo Gamecube). [UPDATE 9-10-15: It's come to my attention that Smith has another tutorial in the same channel but much newer; look up "Cython: Blend the Best of Python and C++ | SciPy 2015 Tutorial | Kurt Smith". As a heads up, the tutorial is 3 hours and 45 minutes long.]
-https://github.com/cythonbook/examples is where all of the code examples from this book is stored. As a helpful gesture, Smith cites this URL as a footnote within the text from time to time.
1 of 1 people found the following review helpful.
Great Writing About A Facinating Technology
By William P Ross
I purchased this book without much prior knowledge of Cython, but was interested in learning how to create performant Python code. This book did a great job of explaining why Cython is the go to choice for speeding up Python.
Cython allows you to speed up Python code by translating it to C (or C++), and it also allows you to create wrappers for C code to be called in Python.
The book assumes you know Python and C somewhat well. It is a niche book for experienced users. The author took a bold step in assuming the reader will be up to speed, and I appreciated that.
Chapter three did a great job explaining how Python and C are fundamentally different languages, but also how they are complementary. Cython acts an interface between the two languages allowing you to pick and choose where you want C level performance, or where you want ease of use functionality of Python.
The writing is excellent and the author assumes you are familiar with modern software techniques.
I will leave it to the author to explain it best with the last sentence from the book: "With this one multifaceted tool [Cython] in hand, we can confidently bring Python's dynamism to C and C++, and bring the performance of C and C++ to Python".
Cython, by Kurt W. Smith PDF
Cython, by Kurt W. Smith EPub
Cython, by Kurt W. Smith Doc
Cython, by Kurt W. Smith iBooks
Cython, by Kurt W. Smith rtf
Cython, by Kurt W. Smith Mobipocket
Cython, by Kurt W. Smith Kindle
Tidak ada komentar:
Posting Komentar