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ANC Workshop Philipp Rudiger/Jean-Luc Stevens Chair Krzysztof Geras

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What
  • ANC Workshop Talk
When Feb 24, 2015
from 11:00 AM to 12:00 PM
Where Room IF 4.31/4.33
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Authors: Philipp Rudiger and Jean-Luc Stevens

Title: Interactive, reproducible workflows for exploring high-dimensional data in the IPython Notebook environment

Abstract: In this joint talk we will discuss a new highly interactive yet reproducible workflow we have developed in Python. Using two new libraries we have developed  (Lancet and HoloViews) we will demonstrate how the IPython notebook may be used productively throughout the lifecycle of a research project. This approach scales from rapid initial interactive exploration to the final publication quality figures generated from large volumes of data. We will present live demonstrations showing how large parameter spaces can be succinctly explored, analyzed and visualized.