[IPython-User] WIP: theano ipython tutorials

Matthias Bussonnier bussonniermatthias@gmail....
Sat Dec 22 16:09:42 CST 2012


Also, its shift+enter to execute and select next,
not ctrl enter,
ctrl enter is execute and select all.
--
M


On Sat, Dec 22, 2012 at 11:07 PM, Matthias Bussonnier
<bussonniermatthias@gmail.com> wrote:
>
> nbconvert could also allow to export pdfs...
>
> --
> Matthias
>
>
>>> - James
>>>
>>> On Sat, Dec 22, 2012 at 10:39 AM, James Bergstra
>>> <james.bergstra@gmail.com> wrote:
>>>> I think the IPython notebook is a brilliant way to teach theano and
>>>> machine learning in Python.  I've been working off and on toward a set
>>>> of tutorials similar to theano tutorial + deep learning tutorials, and
>>>> it's at a point where I'd like to share it, and maybe get some
>>>> feedback & contributions.
>>>>
>>>> The code is here:
>>>> https://github.com/jaberg/IPythonTheanoTutorials
>>>>
>>>> Currently the notebooks are:
>>>>
>>>> Intro to Python.ipynb
>>>> Intro to Scikit Data (skdata).ipynb
>>>> Links to Related Work.ipynb
>>>> Model - Autoencoders and Variations with PyAutodiff.ipynb
>>>> Model - Convnet with PyAutodiff.ipynb
>>>> Model - LIF Neurons with Theano.ipynb
>>>> Model - Linear SVM with PyAutodiff.ipynb
>>>> Model - Logistic Regression with Theano.ipynb
>>>> Model - Multilayer Perceptron with PyAutodiff.ipynb
>>>> Notation for Machine Learning.ipynb
>>>> Preprocessing - Image Whitening.ipynb
>>>> Theano Tutorial (Part 1 - Introduction).ipynb
>>>> Theano Tutorial (Part 2 - Simple Computation).ipynb
>>>> Theano Tutorial (Part 3 - Functions and Shared Variables).ipynb
>>>> Theano Tutorial (Part 4 - Random Variables).ipynb
>>>> util.py
>>>>
>>>> Note that pure python support files (e.g. util.py) can be included
>>>> alongside the notebook files, so that the notebooks can be more
>>>> focussed on just the important parts of the code.
>>>>
>>>> There are a few known issues in this set of tutorials of various
>>>> kinds, but I just decided it was silly to be sitting on it and hiding
>>>> all the good parts as well, so here it is! Here's a home-made
>>>> christmas present, theano ppl :)
>>>>
>>>> - James
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