ML Notes Author: nex3z 2021-01-01 主题 Contents线性回归PCA拉格朗日函数SVM 线性回归 [ML Notes] 一元线性回归 [ML Notes] 线性回归：Normal Equation [ML Notes] 线性回归：最大似然 [ML Notes] 线性回归：正交投影 [ML Notes] 线性回归：梯度下降 [ML Notes] 线性回归：正则化 [ML Notes] Logistic 回归 PCA [ML Notes] PCA：最大可分性 [ML Notes] PCA：最近重构性 拉格朗日函数 [ML Notes] 拉格朗日函数：推导过程 [ML Notes] 拉格朗日函数：直观解释 [ML Notes] 拉格朗日函数：不等式约束 [ML Notes] 拉格朗日函数：对偶性 SVM [ML Notes] SVM：线性模型 [ML Notes] SVM：非线性模型 [ML Notes] SVM：核函数 [ML Notes] SVM：软间隔 [ML Notes] SVM：回归 ← Previous post Next post →