Python High Performance - Second Edition
Python High Performance: Build high-performing, concurrent, and distributed applications
by Gabriele Lanaro
English | 2017 | ISBN: 9781787282896 | 264 Pages | PDF EPUB MOBI (True) | 10 MB
by Gabriele Lanaro
English | 2017 | ISBN: 9781787282896 | 264 Pages | PDF EPUB MOBI (True) | 10 MB
The book explains how to use various profilers to find performance bottlenecks and apply the correct algorithm to fix them. The reader will learn how to effectively use NumPy and Cython to speed up numerical code. The book explains concepts of concurrent programming and how to implement robust and responsive applications using Reactive programming. Readers will learn how to write code for parallel architectures using Tensorflow and Theano, and use a cluster of computers for large-scale computations using technologies such as Dask and PySpark.