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‎README.md‎

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* @LastEditTime: 2022年07月02日 19:33:57
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# 数值分析
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[![Open Source Love](https://badges.frapsoft.com/os/v2/open-source.svg?v=103)](https://github.com/orion-orion/NumericalAnalysis)
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[![](https://img.shields.io/github/license/orion-orion/NumericalAnalysis)](https://github.com/orion-orion/NumericalAnalysis/blob/master/LICENSE)
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[![](https://img.shields.io/github/stars/orion-orion/NumericalAnalysis?style=social)](https://github.com/orion-orion/NumericalAnalysis)
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[![Open Source Love](https://badges.frapsoft.com/os/v2/open-source.svg?v=103)](https://github.com/orion-orion/NumericalAnalysis) [![](https://img.shields.io/github/license/orion-orion/NumericalAnalysis)](https://github.com/orion-orion/NumericalAnalysis/blob/master/LICENSE) [![](https://img.shields.io/github/stars/orion-orion/NumericalAnalysis?style=social)](https://github.com/orion-orion/NumericalAnalysis)
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## 1 简介
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本项目为《数值分析》(Timothy Sauer著) 中的算法实现(使用Python+Numpy+Pytorch)。
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- QR分解(经典Gram-Schmidt正交化)
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- QR分解实现最小二乘
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- 改进的Gram-Schmidt正交化
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- 第5章 数值微分和积分
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- 前向自动微分 [[算法讲解]](https://www.cnblogs.com/orion-orion/p/17010353.html)
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- 第9章 随机数和应用
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- 蒙特卡洛1型问题-随机数近似曲线下方面积
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- 蒙特卡洛2型问题-随机数近似图形面积

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