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Matrix_Derivatives

This is a note on matrix derivatives and described my own experience in detail. The expected readers are machine learning students who wants to use matrix derivatives as a tool, not math students who seek a rigid proof.


这是一份关于矩阵求导的笔记,主要介绍了个人的使用经验。 本文期望的读者是打算将矩阵求导作为工具使用的学生,而非追寻严谨证明的数学学生。

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matrix_derivatives's Issues

标量对向量的求导问题

你好,问一下,实值函数对向量求导有哪些运算法则,谢谢!

(1)你好,pdf P11页有提到实值函数对向量的求导内容。目前我想对图片里的w求导,推导过程没有明确的方向,因为不知道向量求导法则。
vector

(2)再比如我想对w求导,我用“变量多次出现的求导法则”(第6页)进行向量求导,但是括号能随便去除吗?迹技巧好像对向量求导没用。
w

(3)P17 提到实数与一堆矩阵、向量作数乘时可以随意移动位置。这个对向量求导能用吗?

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