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nn-experiments

If you want to learn about deep learning I highly recommend the excellent WildML series written by Denny Britz.

The notebooks in this project are variations on his 'Implementing a Neural Network from Scratch in Python' exploring expressing the same using Tensorflow, Keras, and skflow.

Note: I'm new to these frameworks, so there maybe better and more correct ways to express this than I came up with. Let me know.

setup

Note: You will have to update requirements.txt and change the tensorflow dependency if you install on something else then Mac OS X, see here.

# Create a new virtual environment
virtualenv venv
source venv/bin/activate
# Install requirements
pip install -r requirements.txt
# Start the notebook server
KERAS_BACKEND=tensorflow jupyter notebook

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