theano-tutorial

This repository contains the IPython Notebook files for the 1-hour Theano tutorial I presented at the Toronto Machine Learning and Deep Learning group on October 16, 2015.

Instructions to run these tutorials

Install IPython Notebook:

http://jupyter.readthedocs.org/en/latest/install.html

Download the tutorials:

$ git clone git@github.com:kracwarlock/theano-tutorial.git

Launch the server:

$ ipython notebook theano-tutorial

A new window or tab would open in your web browser. If it does not (or if you want to use it in a different browser), the previous command should mention a URL you can open, most probably http://localhost:8888/

Acknowledgements

This tutorial uses examples from the following sources

Deep Learning Summer School 2015 (https://github.com/mila-udem/summerschool2015)
Official Theano tutorial (http://deeplearning.net/software/theano/tutorial/)
Lasagne ConvNet tutorial (http://danielnouri.org/notes/2014/12/17/using-convolutional-neural-nets-to-detect-facial-keypoints-tutorial/)