Neural Network Setup

Requirements

• Have Python installed on your device.

Installation & Execution

If you have Python installed, run the following commands:

• Clone the repository: git clone https://github.com/thefili2/MNIST-Neural-Network-with-Numpy.git
• Navigate to the folder
• Install dependencies: pip install tensorflow numpy
• Run the script: python main.py

Network Architecture

A full speed visualization of the forward pass. Input (784) -> Dense (256) -> Dense (128) -> Dense (64) -> Output (10).

Step-by-Step Demo

A smaller network to visualize the inner workings. Click "Step" to cycle through the phases.