{"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/deltapy-a-framework-for-tabular-data","title":"DeltaPy: A Framework for Tabular Data Augmentation in Python","arxiv_id":null,"date":"2020-05-22","proceeding":"The Alan Turing Institute 2020 5","authors":["Derek Snow"],"abstract":"A range of data abstractions have come to the fore since the re-emergence of machine learning. This includes procedures like feature engineering, extraction, transformation, and selection, as well as data pre-processing, generation, synthesisation, and augmentation. This report attempts to unify some of this terminology with the development of a bare-bones Python package, DeltaPy.","url_abs":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3582219","url_pdf":"https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID3582219_code3160654.pdf?abstractid=3582219&mirid=1","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":"abstracts"},"code_links":[{"paper_slug":"deltapy-a-framework-for-tabular-data","repo_url":"https://github.com/firmai/deltapy","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"tf","reach":null}],"tasks":[{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"},{"task_slug":"data-augmentation","task_name":"Data Augmentation"},{"task_slug":"feature-engineering","task_name":"Feature Engineering"},{"task_slug":"synthetic-data-generation","task_name":"Synthetic Data Generation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}