High Performance Python

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 l...

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.

Micha Gorelick在bitly公司从事与数据打交道的工作，并负责建立

了快速前进实验室（Fast Forward Labs），研究从机器学习到高性

能流算法领域的问题。

Ian Ozsvald是ModelInsight.io的数据科学家和教师，有着超过十

年的Python经验。他在PyCon和PyData会议上教授Python编程，

这几年一直在英国从事关于数据科学和高性能计算方面的咨询工

作。