If you're an experienced Python programmer, High Performance Python will guide you through the various routes of code optimization. You'll learn how to use smarter algorithms and leverage peripheral technologies, such as numpy, cython, cpython, and various multi-threaded and multi-node strategies. There's a lack of good learning and reference material available if you want to learn Python for highly computational tasks. Because of it, fields from physics to biology and systems infrastructure to data science are hitting barriers. They need the fast prototyping nature of Python, but too few people know how to wield it. This book will put you ahead of the curve.
最开始的CPU是单核的,就像一个人只有一个大脑一样,所以当有多个task需要处理的时候,最直接的办法就是一个处理完,再处理下一个。 后来发现任务可以进行更小粒度的切分,就像煮饭和炒菜,可以在煮饭的时候赶紧炒菜,那么多个不相关不依赖的指令就可以同时运行。如此在单核CP...
評分If you're an experienced Python programmer, High Performance Python will guide you through the various routes of code optimization. You'll learn how to use smarter algorithms and leverage peripheral technologies, such as numpy, cython, cpython, and various ...
評分 評分If you're an experienced Python programmer, High Performance Python will guide you through the various routes of code optimization. You'll learn how to use smarter algorithms and leverage peripheral technologies, such as numpy, cython, cpython, and various ...
評分If you're an experienced Python programmer, High Performance Python will guide you through the various routes of code optimization. You'll learn how to use smarter algorithms and leverage peripheral technologies, such as numpy, cython, cpython, and various ...
難得將python高性能的好書
评分主要看瞭多進程那塊,寫的非常不錯,重點突齣,有翔實的例子,手動跑起來就能看到效果。 如果再加上官方文檔一起閱讀,能把知識瞭解的非常透徹。
评分兩位作者都是數據科學傢 但是技能上感覺像是算法組的某個數學高手突然得到瞭教授級彆的Python功力那樣 ... ;部分解釋和代碼有錯 不過整體上還是很有誠意的一本書 示例都是作者認真挑選過的而且附上瞭不同實現比較的圖錶 完整的代碼可以在github上找到
评分基於實踐的性能優化。
评分乾貨!
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