An introduction to deep learning - to accompany my Rabbiteer.io 2017 presentation
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songwriter
Convolutional Neural Network.ipynb
README.md
Recurrent Neural Network.ipynb
Style Transfer.ipynb

README.md

Deep Dreams of Electric Sheep

An introduction to deep learning - to accompany my Rabbiteer.io 2017 presentation

Setup

  1. Python 2.7
  2. CUDA (if you'd like to train using GPUs)

Install

  1. scipy
  2. Keras
  3. Tensorflow
  4. Pandas

Datasets

  • For the Recurrent Neural Network, you'll need to download this Kaggle song lyrics dataset
  • All other datasets use standard Keras datasets and models