Deep Learning 정리노트

Backpropagation for Linear Regression3

Shin's Lab 2020. 1. 30. 16:46

마지막 Linear Regression에 대한 Backpropagtion으로 Multivariate Linear Regression에 대한 Backpropagation 정리노트이다.

 

Backpropagation for One Sample


Model

Parital Derivative

Chain Rule

Backpropagation Visualization

Parameter Update

 

Backpropagation for Two Samples


Model

Parital Derivative

Chain Rule

Backpropagation Visualization

Parameter Update

 

Backpropagation Vectorized form


Model

Parital Derivative

Chain Rule

Backpropagation Visualization

Parameter Update