ML Notes 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] Logistic 回归 [ML Notes] 线性回归:正则化 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