A simple deep learning library implementation in Python

Code used for my tutorial blog post.

Run example

git clone https://github.com/emilemathieu/blog_cnn
cd blog_cnn
python example.py

Repository organisation

example.py: example
mllib > optim.py: several classical gradient-based optimisation schemes
mllib > loss.py: several classical loss to be optimised
mllib > tools.py: data preprocessing tools
mllib > nn.py: modules (layers)