Neural Networks and Deep Learning Notes

Self notes, code, and worked exercises from Michael Nielsen's book, Neural Networks and Deep Learning.

Setup

All code in this repo is written in Python 3, and assumes that you have the SciPy ecosystem setup on your machine along with either TensorFlow or Theano. If you don't, then you might want to consider setting everything up in an environment with Conda.

Remember to initialize the book's submodule with

git submodule update --init

Contributing

If you find an error please open an issue. If you find a typo please either open an issue, or, if you're feeling generous, open a pull request with your fix.

Authors

Primary Author: Matthew Feickert

Acknowledgments

• Thanks to Michael Nielsen for writing the book and making it publicly accessible
• All badges made by shields.io