Media Summary: By far not a complete story on AD, but provides a mental image to help digest further material on AD. Additional Resources Here are some online tutorials that cover this material (ordered from less to more detail) ... Hands-on Tutorial in Python and PyTorch Technion ECE 046211 Deep Learning Winter 24 Tutorial 04:
4 Reverse Mode Automatic Differentiation - Detailed Analysis & Overview
By far not a complete story on AD, but provides a mental image to help digest further material on AD. Additional Resources Here are some online tutorials that cover this material (ordered from less to more detail) ... Hands-on Tutorial in Python and PyTorch Technion ECE 046211 Deep Learning Winter 24 Tutorial 04: We will go through numerical differentiation and gradient checking, forward This is a reupload of a video from the channel, which sadly has recently been deleted