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A theory is a little bit different from practice in terms of backpropagation. in this repositary, you can find calculations of backpropagation that PyTorch is doing behind the scenes. I used code from official pytorch/pytorch repo that you can find here: https://github.com/pytorch/pytorch to make the process easy to understand.
- All calculations behind backpropagation exposed
Clone this repo:
git clone https://github.com/andreiliphd/pytorch-backpropagation.git
Install all the dependencies.
Just open the .ipynb file and enjoy!
You can check out the full license in the LICENSE file.
This project is licensed under the terms of the MIT license.