Posts from 2020-11
The four possibilities of reproducible scientific computations
Computational reproducibility has become a topic of much debate in recent years. Often that debate is fueled by misunderstandings between scientists from different disciplines, each having different needs and priorities. Moreover, the debate is often framed in terms of specific tools and techniques, in spite of the fact that tools and techniques in computing are often short-lived. In the following, I propose to approach the question from the scientists' point of view rather than from the engineering point of view. My hope is that this point of view will lead to a more constructive discussion, and ultimately to better computational reproducibility.
Tags: computational science, computer-aided research, emacs, mmtk, mobile computing, programming, proteins, python, rants, reproducible research, science, scientific computing, scientific software, social networks, software, source code repositories, sustainable software
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