SciPy Lecture Notes

SciPy Lecture Notes

简介:

本书包括一组关于科学Python生态系统的is教程: 对中心工具和技术的快速介绍。不同的章节分别对应1到2小时的课程,从初学者到专家,专业水平不断提高。

从核心Python语言中的循环和函数等一般编程概念开始,并转向NumPy,SciPy和Matplotlib库进行数值编程和数据可视化,本教科书还讨论了使用Python构建富媒体,可共享的科学分析文档。在本书中,您将使用来自更广泛的科学Python生态系统的示例,使用说明本书中概述的原则的代码。使用实际的科学数据,您将使用SciPy,NumPy,Pandas,scikit-image和其他Python库处理现实世界的问题。

英文简介:

This book consists of a set of is tutorials on the scientific Python ecosystem: a quick introduction to central tools and techniques. The different chapters each correspond to a 1 to 2 hours course with increasing level of expertise, from beginner to expert.

Beginning with general programming concepts such as loops and functions within the core Python language, and moving onto the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualisation, this textbook also discusses the use of Python to build rich-media, shareable documents for scientific analysis.

Throughout the book, you'll work with examples from the wider scientific Python ecosystem, using code that illustrates principles outlined in the book. Using actual scientific data, you'll work on real-world problems with SciPy, NumPy, Pandas, scikit-image, and other Python libraries.

书名
SciPy Lecture Notes
译名
SciPy 讲稿
语言
英语
页数
674页
大小
16.98 MB
标签
  • 科学计算
  • Python
  • 下载
    pdf iconSciPy Lecture Notes.pdf
    密码
    65536

    最后更新:2025-04-12 23:54:38

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