{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/datadepsjl-repeatable-data-setup-for","title":"DataDeps.jl: Repeatable Data Setup for Replicable Data Science","arxiv_id":"1808.01091","date":"2018-08-03","proceeding":null,"authors":["Lyndon White","Roberto Togneri","Wei Liu","Mohammed Bennamoun"],"abstract":"We present DataDeps.jl: a julia package for the reproducible handling of static datasets to enhance the repeatability of scripts used in the data and computational sciences. It is used to automate the data setup part of running software which accompanies a paper to replicate a result. This step is commonly done manually, which expends time and allows for confusion. This functionality is also useful for other packages which require data to function (e.g. a trained machine learning based model). DataDeps.jl simplifies extending research software by automatically managing the dependencies and makes it easier to run another author's code, thus enhancing the reproducibility of data science research.","url_abs":"http://arxiv.org/abs/1808.01091v1","url_pdf":"http://arxiv.org/pdf/1808.01091v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"datadepsjl-repeatable-data-setup-for","repo_url":"https://github.com/UnofficialJuliaMirror/DataDeps.jl-124859b0-ceae-595e-8997-d05f6a7a8dfe","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"datadepsjl-repeatable-data-setup-for","repo_url":"https://github.com/UnofficialJuliaMirrorSnapshots/DataDeps.jl-124859b0-ceae-595e-8997-d05f6a7a8dfe","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}