Mastering IPython 4.0

Thomas Bitterman

  • 出版商: Packt Publishing
  • 出版日期: 2016-05-30
  • 定價: $1,650
  • 售價: 6.0$990
  • 語言: 英文
  • 頁數: 382
  • 裝訂: Paperback
  • ISBN: 1785888412
  • ISBN-13: 9781785888410
  • 相關分類: Python程式語言
  • 立即出貨 (庫存=1)

相關主題

商品描述

Key Features

  • Most updated book on Interactive computing with IPython 4.0;
  • Detailed, example-rich guide that lets you use the most advanced level interactive programming with IPython;
  • Get flexible interactive programming with IPython using this comprehensive guide

Book Description

IPython is an interactive computational environment in which you can combine code execution, rich text, mathematics, plots, and rich media.

This book will get IPython developers up to date with the latest advancements in IPython and dive deep into interactive computing with IPython. This an advanced guide on interactive and parallel computing with IPython will explore advanced visualizations and high-performance computing with IPython in detail.

You will quickly brush up your knowledge of IPython kernels and wrapper kernels, then we'll move to advanced concepts such as testing, Sphinx, JS events, interactive work, and the ZMQ cluster. The book will cover topics such as IPython Console Lexer, advanced configuration, and third-party tools.

By the end of this book, you will be able to use IPython for interactive and parallel computing in a high-performance computing environment.

What you will learn

  • Develop skills to use IPython for high performance computing (HPC)
  • Understand the IPython interactive shell
  • Use XeroMQ and MPI to pass messages
  • Integrate third-party tools like R, Julia, and JavaScript with IPython
  • Visualize the data
  • Acquire knowledge to test and document the data
  • Get to grips with the recent developments in the Jupyter notebook system

About the Author

Thomas Bitterman has a PhD from Louisiana State University and is currently an assistant professor at Wittenberg University. He previously worked in the industry for many years, including a recent stint at the Ohio Supercomputer Center. Thomas has experience in such diverse areas as electronic commerce, enterprise messaging, wireless networking, supercomputing, and academia. He also likes to keep sharp, writing material for Packt Publishing and O'Reilly in his copious free time.

Table of Contents

  1. Using IPython for HPC
  2. Advanced Shell Topics
  3. Stepping Up to IPython for Parallel Computing
  4. Messaging with ZeroMQ and MPI
  5. Opening the Toolkit – The IPython API
  6. Works Well with Others – IPython and Third-Party Tools
  7. Seeing Is Believing– Visualization
  8. But It Worked in the Demo! – Testing
  9. Documentation
  10. Visiting Jupyter
  11. Into the Future

商品描述(中文翻譯)

主要特點


  • 最新的 IPython 4.0 互動計算書籍;

  • 詳細且範例豐富的指南,讓您使用最先進的 IPython 互動編程;

  • 使用這本全面指南,獲得靈活的 IPython 互動編程。

書籍描述

IPython 是一個互動計算環境,您可以在其中結合代碼執行、豐富的文本、數學、圖表和豐富的媒體。

本書將使 IPython 開發人員瞭解 IPython 的最新進展,並深入探討互動計算。這本高級指南將詳細介紹 IPython 的高級可視化和高性能計算。

您將迅速複習 IPython 內核和包裝器內核的知識,然後我們將深入研究測試、Sphinx、JS 事件、互動工作和 ZMQ 集群等高級概念。本書將涵蓋 IPython Console Lexer、高級配置和第三方工具等主題。

通過閱讀本書,您將能夠在高性能計算環境中使用 IPython 進行互動和並行計算。

您將學到什麼


  • 開發使用 IPython 進行高性能計算的技能

  • 瞭解 IPython 互動式 shell

  • 使用 XeroMQ 和 MPI 傳遞消息

  • 將 R、Julia 和 JavaScript 等第三方工具與 IPython 整合

  • 視覺化數據

  • 獲取測試和文檔化數據的知識

  • 掌握 Jupyter notebook 系統的最新發展

關於作者

Thomas Bitterman 擁有路易斯安那州立大學的博士學位,目前是威滕堡大學的助理教授。他曾在業界工作多年,包括最近在俄亥俄超級計算中心的工作。Thomas 在電子商務、企業消息傳遞、無線網絡、超級計算和學術等多個領域有豐富經驗。他在極少數的空閒時間裡,喜歡保持敏銳,為 Packt Publishing 和 O'Reilly 寫作。

目錄


  1. 使用 IPython 進行高性能計算

  2. 高級 shell 主題

  3. 進階使用 IPython 進行並行計算

  4. 使用 ZeroMQ 和 MPI 進行消息傳遞

  5. 開啟工具箱 - IPython API

  6. 與其他工具良好配合 - IPython 和第三方工具

  7. 眼見為憑 - 可視化

  8. 但在演示中它運作正常! - 測試

  9. 文檔

  10. 探索 Jupyter

  11. 走向未來