The exploratory-algorithm-person’s IDE-equivalent.
Literate coding-meets-science.
Let’s say I want to demonstrate my algorithm to my thesis advisor while he’s off at conference.
I need an easily shareable demonstration.
that’s why we have the internet,
and scientific computation/documentation system such as knitr and Jupyter.