Work space for the reproducibility working group for BONSAI hackathon2019
Please refer to our working groups page
Please review repo issues for currently open tasks.
The goal of this working group is to provide transparency and reproducibility of the work products of the hackathon.
One effective definition for transparency be found in the FAIR Guiding Principles for "Findable, Accessible, Interoperable, and Reusable" data objects.
Regarding reproducibility, obviously we expect people to be able to reproduce our findings by downloading and running our GitHub repositories. Beyond that, we are also interested in replicability, which is a broader goal of enabling the findings to be independently confirmed (see a set of recommendations from the American Statistical Association on reproducible research).
To that end, we adopt the following general goals:
datapackage library from frictionless data has been proposed.These can be grouped into "before", "during", and "stretch" goals.
We need to have a set of loose guidelines to the other groups about what their data products will look like.
Follow the progress of the other groups and ensure that their works in progress meet our transparency and reproducibility standards. By the end of the week, we should have operable standards that demonstrate the reproduciblity of data products.