/NumPy_CNN

NumPy implementation of CNN

Primary LanguagePython

NumPytorch

This is a deep learning framework based on NumPy.
The API is Pytorch-like.

Reconstruct

  1. The project has been tested on MNIST with almost the same accuracy as Tensorflow did, but three years ago.
  2. I am now trying to reconstruct it to follow up with the new technology used in CNN.
  3. I want to add some detailed image descriptions to each structure of CNN.
  4. I will reconstruct the new code in the new folder, such as "layers" and "initializers".
  5. Anyone wants to help me?

Example of image descriptions

structure image descriptions dir
CNN layers/Conv/README.md