diff --git a/Study/DL/吴恩达深度学习课程/Lesson 1.md b/Study/DL/吴恩达深度学习课程/Lesson 1.md index c5eea42..4c6b912 100644 --- a/Study/DL/吴恩达深度学习课程/Lesson 1.md +++ b/Study/DL/吴恩达深度学习课程/Lesson 1.md @@ -1 +1,10 @@ # Neural Network and Deep Learning +## Logistic Regression +$$\begin{align} +正向传递\\ +z &= w^Tx + b \\ +a &= \sigma(z) \\ +\hat{y} &= L(a) = -ylog(\hat{y}) - (1-y)log(1-\hat{y}) \ \ 其中(\hat{y} = a) \\ +反向传递 \\ +\frac{dL}{da} +\end{align}$$