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Deep learning for pedestrians: backpropagation in CNNs. Latex and PyTorch code to verify theoretical derivations.

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Deep learning for pedestrians: backpropagation in CNNs

LaTex code for the article posted on arXiv:
https://arxiv.org/abs/1811.11987
(Copy of PDF file is also hosted here.)

Additional PyTorch code is provided in verifCode to verify all equations derived in the paper:

virtualenv -p python3 venv
source venv/bin/activate
pip install -r requirements.txt
python simple.LeNet5.py

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Deep learning for pedestrians: backpropagation in CNNs. Latex and PyTorch code to verify theoretical derivations.

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