Mathematics-for-Machine-Learning-Linear-Algebra

时间:2024-05-02 08:57:33
【文件属性】:

文件名称:Mathematics-for-Machine-Learning-Linear-Algebra

文件大小:5.29MB

文件格式:ZIP

更新时间:2024-05-02 08:57:33

JupyterNotebook

机器学习数学(线性代数) 完整播放列表-https: list PL2jykFOD1AWazz20_QRfESiJ2rthDF9- 吉尔伯特·斯特朗(Gilbert Strang)关于线性代数(MIT)的演讲-完整播放列表 点积和投影: 基础,向量空间和线性相关性 矩阵转换 变更依据: https://eli.thegreenplace.net/2015/change-of-basis-in-linear-algebra/ https://www.math.purdue.edu/files/academic/courses/2010spring/MA26200/4-7.pdf 高斯消除: https://www.geeksforgeeks.org/gaussian-elimination/ https://www.codesansar.com/numeric


【文件预览】:
Mathematics-for-Machine-Learning-Linear-Algebra-main
----GramSchmidtProcess.ipynb(13KB)
----Linear Algebra and Its Applications (4ed) , Gilbert Strang -*s Cole (2005).pdf(4.66MB)
----ReflectingBear.ipynb(60KB)
----README.md(7KB)
----A Geometric Review of Linear Algebra.pdf(12.18MB)
----derivation of determinant formula.png(381KB)
----IdentifyingSpecialMatrices.ipynb(11KB)
----PageRank.ipynb(80KB)

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