How to Code a Math Formula

Опубликовано: 15 Март 2026
на канале: Deep Learning with Yacine

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Going from a mathematical formula to a piece of code that execute it isn't straightforward. In this video I show you how to take a math formula and iteratively implement it with the right level of abstraction.

Credit

Pytorch doc for code image and take a look over here for the nice blogpost about sgd based optimizers: https://ruder.io/optimizing-gradient-...

Code

https://github.com/yacineMahdid/artif...

Table of Content

Introduction: 0:00
Adam Optimization Formula: 0:25
Python Implementation: 3:25
Conclusion: 43:45

Reference

Adam: https://ruder.io/optimizing-gradient-...

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