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)