"An article about a computational result is advertising, not scholarship. The actual scholarship is the full software environment code and data, that produced the result"
Buckheit and Donoho (2005)
How can we make that a reality?
Python
The lingua franca of reproducible computational science
Open source
Easy to learn
Phenomenal ecosystem of open-source tools
The scipy & nipy ecosystem
The scipy & nipy ecosystem
The scipy & nipy ecosystem
The scipy & nipy ecosystem
Interactive computing and reproducible research
Jupyter
http://arokem.org
arokem@gmail.com
@arokem
github.com/arokem