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Reproducibility and Preservation
Reproducibility and Preservation
Code Ocean's philosophy on, and implementation details of, reproducibility and preservation matters.
7 articles in this collection
Written by
Shahar Zaks
Reproducibility
Why do I need to run my code once more before submitting?
To guarantee reproducibility.
Written by
Shahar Zaks
Updated over a week ago
Common reproducibility challenges & gotchas
Intermediate files, downloading during runtime, random number generation, and interactive results
Written by
Shahar Zaks
Updated over a week ago
Pros and cons of relative and absolute filepaths
Code Ocean encourages relative filepaths
Written by
Shahar Zaks
Updated over a week ago
Why do you ask users to separate code, data and results?
For clarity and reproducibility.
Written by
Shahar Zaks
Updated over a week ago
Why not save everything?
Code Ocean philosophy on saving files
Written by
Shahar Zaks
Updated over a week ago
Is Code Ocean a 'replication' or 'reproducibility' platform?
Reproducibility: same data + same code = same results; replication: new data + identical/similar methods
Written by
Shahar Zaks
Updated over a week ago
Preservation
Code Ocean's Preservation Plan
Covering our preservation and access agreement with CLOCKSS, ownership of content on Code Ocean, and exporting capsules.
Written by
Shahar Zaks
Updated over a week ago