Build the AdamW optimizer from scratch in Python. Learn how it improves training stability and generalization in deep ...

Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...

I firmly believe that in order to understand something completely, you have to build it on your own from scratch. I used to do gradient calculation analytically, and thought that autograd was some ...

Object Skeletonization is the process of extracting skeletal, line-like representations of shapes. It provides a very useful tool for geometric shape understanding and minimal shape representation. It ...