A simple deep learning library implementation in Python
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mllib
README.md
example.py

README.md

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)