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ccw_tutorial_theano

This repo contains two theano tutorials. The first one covers the basics of running and debugging theano code. The second one covers extending theano in python and C.

Basic tutorial

This tutorial covers:

  • Overview of library (3 min)
  • Building expressions (30 min)
  • Compiling and running expressions (30 min)
  • Modifying expressions (25 min)
  • Debugging (30 min)
  • Citing Theano (2 min)

In order to follow this tutorial you will need the ipython-notebook python package on your computer and a clone of this repo to get the notebook with exercices.

The following commands should perform the correct installation on most unix-like machines:

pip install ipython-notebook
git clone https://github.com/abergeron/ccw_tutorial_theano.git
cd ccw_tutorial_theano/ipnb
ipython notebook Theano-basic.ipynb

This should open your browser to the notebook page.

Advanced tutorial

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Common Code Workflow tutorial on Theano

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  • Python 45.4%
  • TeX 33.8%
  • Jupyter Notebook 19.2%
  • C 1.4%
  • Makefile 0.2%