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numerical

点击直接网页端运行仓库的代码

上面的链接是基于mybinder实现,能够在任何可以使用浏览器的地方, 就能跑程序。免去了对于编程和计算机不是很熟悉,安装环境和配置环境有困难,从而对编程望而却步的麻烦。 本仓库是笔者写的李庆扬的《现代数值分析》课后习题,一方面督促自己学习,另一方面是方便有需要参考的人员进行参考。 本仓库主要有以下几个特点:

  • 基于Python Jupyter编写代码,中间穿插有讲解,比单纯代码更适合读懂。
  • 每一章还配套有总结的知识点,较全面的发布在简书上,都会附上链接方便查阅。
  • Mybinder使得Jupyter可以在您的任意终端运行代码,修改代码,无需安装任何软件。

章节安排

编号对应于 ch 编号,其中第一章的jypyter中对主要依靠的库 sympy 进行了介绍。以下链接为简书对应的知识点总结,方便知识点有遗忘时进行查阅。

  1. 引论
  2. 数值逼近
  3. 数值积分
  4. 解线性方程组的直接解法
  5. 解大型稀疏线性方程组的迭代法
  6. 非线性方程组解法与最优化方法
  7. 矩阵特征值与特征向量计算方法
  8. 刚性常微分方程数值解法
  9. 同步并行算法

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