In this project, I developed a neural network in Python without any frameworks, such as PyTorch or Tensorflow. I did it to learn about a simple neural network's mathematics and background structure.
Besides, I trained the model in the MNIST dataset and finally tested its accuracy. The whole code is in the Jupyter notebook mnist.py.
You can check the Google Colab of the project in the link.
You can check the video of the project explanation in the link.