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thunderstorm-2014
Notebook
SciPy 2014
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Austin Godber
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@godber
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July 2014
IPython Notebook
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Backend renamed to Jupyter to encourage language agnostic use
Python users will still just type
ipython notebook
Vim integration (vim connects to IPython kernel to interact with notebook)
RISE - Live Editable Slideshows in the works
CoLaboratory - Storing IPython Notebooks in Google Drive, running in NaCl
Reproducability
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Lots of talk and tools to help do reproducable science.
Persisting Data
Persisting Code - DOI
Long Term Archive - Outliving the PI.
Virtual Machines and Containers
Other tools - hashdist
DOE Shrink Wrapped Computer
Miscellaneous
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GeoPandas
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Geospatial Data Types in Pandas Series and DataFrames.
Blaze
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Generalizing NumPy datastructures to utilize different backends
Multiple dispatch - Like PEP 443, but dispatches based on function signature rather than type alone
AstroPy
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WCSAxes - Matplotlib Axes sub-class that handles plotting tics, labels and grids for arbitrary coordinate systems.
ginga - FITS image viewer, I sprinted on my own PDS viewer derived from ginga
ccdproc - CCD Camera calibration library, I sprinted on this as well
yt - volumetric visualization (loading data from 31TB file over web)
Packaging
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conda
conda
conda
Visualization
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Bokeh 0.5
mpld3
VNC like mpl backend
Lightning Talks
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Waffles!
Final
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Site -
https://conference.scipy.org/scipy2014/schedule/
Videos -
http://www.youtube.com/playlist?list=PLYx7XA2nY5GfuhCvStxgbynFNrxr3VFog