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IPython: A Modern Vision Of Interactive Computing

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IPython has evolved from an enhanced interactive shell into a large and fairly complex set of components that include a graphical Qt-based console, a parallel computing framework and a web-based notebook interface. All of these seemingly disparate tools actually serve a unified vision of interactive computing that covers everything from one-off exploratory codes to the production of entire books made from live computational documents. In this talk I will attempt to show how these ideas form a coherent whole and how they are represented in IPython's codebase. I will also discuss the evolution of the project, attempting to draw some lessons from the last decade as we plan for the future of scientific computing and data analysis.

Slides can be found here: http://www.slideshare.net/PyData/ipython-a-modern-vision-of-interactive-computing-pydata-sv-2013
Category
Computing
Tags
Python, data analysis, IPython, scientific computing
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