IPython Interactive Computing and Visualization Cookbook
简介：
本书包含许多现成的，专注于高性能科学计算和数据分析的食谱，从最新的IPython/Jupyter功能到最先进的技巧，以帮助您编写更好，更快的代码。您将把这些最先进的方法应用于各种现实世界的例子，说明应用数学，科学建模和机器学习的主题。
它适用于任何对数值计算和数据科学感兴趣的人: 学生，研究人员，教师，工程师，分析师和业余爱好者。推荐Python/NumPy的基本知识。一些数学技能将帮助您理解计算方法背后的理论。
利用Jupyter Notebook实现交互式数据科学和可视化成为高性能计算和可视化数据分析和科学建模方面的专家通过许多动手，示例驱动的食谱全面覆盖科学计算，并提供详细的分步说明
英文简介：
This book contains many ready-to-use, focused recipes for high-performance scientific computing and data analysis, from the latest IPython/Jupyter features to the most advanced tricks, to help you write better and faster code. You will apply these state-of-the-art methods to various real-world examples, illustrating topics in applied mathematics, scientific modeling, and machine learning.
It is for anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, and hobbyists. Basic knowledge of Python/NumPy is recommended. Some skills in mathematics will help you understand the theory behind the computational methods.
Leverage the Jupyter Notebook for interactive data science and visualizationBecome an expert in high-performance computing and visualization for data analysis and scientific modelingComprehensive coverage of scientific computing through many hands-on, example-driven recipes with detailed, step-by-step explanations
- 书名
- IPython Interactive Computing and Visualization Cookbook
- 译名
- IPython 交互式计算和可视化手册
- 语言
- 英语
- 年份
- 2015
- 页数
- 201页
- 大小
- 3.66 MB
- 标签
- Python
- 下载
IPython Interactive Computing and Visualization Cookbook.pdf- 密码
- 65536
最后更新：2025-04-12 23:54:38