ToyDL: Deep Learning from Scratch

ToyDL, as an education project, is aimed to make the concepts behind the deep learning as clear as possible. I do believe the key to reach the target is SIMPLE, as simple as possible. I'm trying to use little code to build this library, although it's not simple enough yet.

Installation

pip install toydl

Related Projects

• minitorch: The implementation of toydl is highly inspired by minitorch
• micrograd: https://github.com/karpathy/micrograd
• tinygrad: https://github.com/tinygrad/tinygrad
• nanograd: https://github.com/e3ntity/nanograd