Neural Network from scratch

Learn fundamental deep learning concepts by implementing a neural network using NumPy.

The forward and optimizers parts were from Neural Networks from Scratch in Python.

The backpropagation was from Prof. Hung-yi Lee @ NTU and CS 7643 Deep Learning @ GaTech

I might add discussion about different optimizers in training in the future.

Notebook

Requirements

• python 3.11.9

• The required packages were output in requirements.txt. Please navigate to the target folder then pip install -r requirements.txt