Neural Network Implementation using Gradient Descent algorithm, Linear Algebra, NumPy, and Matplotlib. The corresponding PyTorch code is also implemented.

jupyter notebook

Build the JupyterLab Docker image and start it

docker build -t neural-network .
docker run --rm -p 8888:8888 -v "$(pwd)":/home/jovyan/work neural-network

Open JupyterLab at the following URL: http://127.0.0.1:8888/lab

Start the Docker image

docker compose up --build -d

Open JupyterLab at the following URL: http://127.0.0.1:8888/lab

Clean up the Docker container

docker compose down --volumes --rmi local

• Neural Network from Scratch