Neural network from scratch.

Creating my first neural network from scratch using only numpy.
This is the classic neural network which recognizes hand written digits
from 0 to 9, using the MNIST database.
The images in the CSV are 28x28 (labeled),
and our goal is to get the script to recognize the correct image.

Used database: https://www.kaggle.com/datasets/oddrationale/mnist-in-csv

• Finding 0.01 as the optimal hyperparameter - 6 epochs:

• Training process using 0.01 learning rate

• Network presentation & visualization