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wip: update submission for 2017
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pycon-submission.md

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# Domain Level
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Intermediate
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Introductory
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# Description
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We will show how to use IPython in different ways, as: an interactive shell,
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a graphical console, a network-aware VM in GUIs, a web-based
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notebook with code, graphics and rich HTML, and a high-level framework for
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parallel computing.
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notebook with code, graphics and rich HTML.
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# Audience
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- Basic concepts: the server, the dashboard, your notebooks.
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- A notebook as a rich document: text, code, results and multimedia.
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- The IPython display protocol: `__repr__` on acid.
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- The IPython display protocol: `__repr__` for more than just text.
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- Converting notebooks to other formats for sharing, blogging and publication.
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- Sharing your notebooks: [nbviewer](http://nbviewer.ipython.org).
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**A brief introduction to `IPython.parallel`**
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**Last section**
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- Basic architecture: the concept of an "interactive IPython cluster".
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- Direct execution of code across engines in a cluster.
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- Dynamic load-balancing of tasks.
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- IPython engines in the cloud (illustrated with Rackspace Compute instances).
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- Widgets?
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- Libraries that make the most of IPython (dask, pandas, etc.)?
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- Parallel?
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- Deploying with docker?
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# More info
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# Additional Notes
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This is essentially a repeat of a tutorial Fernando Perez gave at Pycon 2014.
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It was apparently a big success and he was asked to do it again. However, since Fernando cannot
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make it to this Pycon, he has asked us to do it. We are both core members of
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the IPython development team.
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Versions of this tutorial have been presented at PyCon 2012, 2014, and 2015.
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It has been well received so far, and we would like to do keep teaching about IPython!

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