【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:2021-04-12 15:10:53
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)