Reproducibility doesn’t have to be magic, anymore. This image is provided by Abstruse Goose under the Creative Commons License
TL;DR - We believe the following
- Approaches to the transmission of scientific knowledge are currently broken, mainly due to the criticality of software in modern research.
- Calling re-execution of static results “reproducibility” isn’t enough. Reproducibility should be functionally equivalent to collaboration.
- Academic emphasis on best practices is ineffective and should switch to a product based approach that minimizes effort rather than maximizes it.
- By focusing on the needs of the end user, people can actually improve how scientific knowledge is communicated and shared.
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Topics:
Science,
Reproducibility,
Data Science,
Containers,
Jupyter
