- 数据预处理
- 简单线性回归
- 多元线性回归
- 逻辑回归
- KNN
- SVM
- 决策树
- 随机森林
- numpy基础
- 梯度下降法实现逻辑回归
- 单隐藏层神经网络(包括前向传播和反向传播)
- 深度神经网络(L层)
- 深度神经网络实例
-
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