About this repo

Implementation of gradient descent with binary cross entrophy loss using MNIST dataset.

What is included in this repo

• Mathematical derivation/logic behind logistic regression and gradient descent
• Implementation for gradient descent and cross entrophy loss
• Prediction file for MNIST

How to run the code

python prediction.py