From eeeaf168e9d84798a049e5eab5fa33c1c6cf1d96 Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Tue, 27 Oct 2020 20:48:40 +0800 Subject: [PATCH] Update assets --- 必备数学基础.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/必备数学基础.md b/必备数学基础.md index 32bebf3..7b2a3a9 100644 --- a/必备数学基础.md +++ b/必备数学基础.md @@ -168,6 +168,15 @@ > 同型矩阵:行列相同。矩阵相等:行列相同且里面的值一样 +**向量内积**: + +- 设有n维向量:![1603802689962](assets/1603802689962.png) + +- [x, y] = x1 y1 + x2 y2 + ... + xn yn,此时我们就把[x,y]叫做向量的内积。 +- ![1603802766445](assets/1603802766445.png) + - 对称性:[x, y] = [y, x] + - 线性性质:[λx, y] = λ[x, y], [x + y, z] = [x, z] + [y, z] + ### SVD矩阵分解 数据行列可能很大,如电商行业100万客户(行),有1万的商品(特征),用一组数据表达就是