smart_augmentation/Gradient-Descent-The-Ultimate-Optimizer/README.md

Gradient Descent: The Ultimate Optimizer

⚠️ WARNING: THIS IS NOT MY WORK ⚠️

This repository contains the paper and code to the paper Gradient Descent: The Ultimate Optimizer.

I couldn't find the code (which is found in the appendix at the end of the paper) anywhere on the web. What I present here is the code of the paper with instructions on how to set it up.

Getting the code in a runnable state required some fixes on my part so the code might be slightly different than that presented in the paper.

Set up

git clone https://github.com/Rainymood/Gradient-Descent-The-Ultimate-Optimizer 
cd Gradient-Descent-The-Ultimate-Optimizer
virtualenv -p python3 venv
source venv/bin/activate
pip install -r requirements.txt
python main.py

When you are done you can exit the virtualenv with

deactivate