{"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/glyph-symbolic-regression-tools","title":"Glyph: Symbolic Regression Tools","arxiv_id":"1803.06226","date":"2018-03-13","proceeding":null,"authors":["Markus Quade","Julien Gout","Markus Abel"],"abstract":"We present Glyph - a Python package for genetic programming based symbolic\nregression. Glyph is designed for usage let by numerical simulations let by\nreal world experiments. For experimentalists, glyph-remote provides a\nseparation of tasks: a ZeroMQ interface splits the genetic programming\noptimization task from the evaluation of an experimental (or numerical) run.\nGlyph can be accessed at http://github.com/ambrosys/glyph . Domain experts are\nbe able to employ symbolic regression in their experiments with ease, even if\nthey are not expert programmers. The reuse potential is kept high by a generic\ninterface design. Glyph is available on PyPI and Github.","url_abs":"http://arxiv.org/abs/1803.06226v2","url_pdf":"http://arxiv.org/pdf/1803.06226v2.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":"abstracts"},"code_links":[{"paper_slug":"glyph-symbolic-regression-tools","repo_url":"https://github.com/Ambrosys/glyph","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"symbolic-regression","task_name":"Symbolic Regression"},{"task_slug":"regression-1","task_name":"regression"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}