Create your own Deep Learning framework using Numpy Quantdare

I have always been curious about how deep learning frameworks are created. I use Keras, TensorFlow, and PyTorch and they all are really good, but sometimes I feel like I am playing with a black box (in some frameworks I feel it more than in others) that hides its secrets. If you feel the same way, this post is for you. We are going to create a deep learning framework using Numpy arrays while we briefly study the theory of basic artificial neural networks. I won't go into much detail with the theory, but you will find really good resources at the end of the post.