Python High Performance

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Python High Performance

Python High Performance

Name: Python High Performance
ISBN: 9781787282896

Gabriele Lanaro

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Learn how to use Python to create efficient applications

About This Book

Identify the bottlenecks in your applications and solve them using the best profiling techniques

Write efficient numerical code in NumPy, Cython, and Pandas

Adapt your programs to run on multiple processors and machines with parallel programming

Who This Book Is For

The book is aimed at Python developers who want to improve the performance of their application. Basic knowledge of Python is expected

What You Will Learn

Write efficient numerical code with the NumPy and Pandas libraries

Use Cython and Numba to achieve native performance

Find bottlenecks in your Python code using profilers

Write asynchronous code using Asyncio and RxPy

Use Tensorflow and Theano for automatic parallelism in Python

Set up and run distributed algorithms on a cluster using Dask and PySpark

In Detail

Python is a versatile language that has found...

种类:

Computers - Programming

年:

2017

出版:

出版社:

Packt Publishing

语言:

english

ISBN 10:

1787282899

ISBN 13:

9781787282896

文件:

EPUB, 1.84 MB

IPFS:

english, 2017

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Python High Performance

Python High Performance

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