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reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["delph-in","hpsg","mrs","nlp","profile","python","semantics"],"created_at":"2024-08-03T04:00:56.378Z","updated_at":"2026-01-12T06:32:56.156Z","avatar_url":"https://github.com/delph-in.png","language":"Python","funding_links":[],"categories":["Software"],"sub_categories":["Utilities"],"readme":"# PyDelphin \u0026mdash; Python libraries for DELPH-IN data\n\n[![PyPI Version](https://img.shields.io/pypi/v/pydelphin.svg)](https://pypi.org/project/PyDelphin/)\n![Python Support](https://img.shields.io/pypi/pyversions/pydelphin.svg)\n[![Test Status](https://github.com/delph-in/pydelphin/actions/workflows/checks.yml/badge.svg)](https://github.com/delph-in/pydelphin/actions/workflows/checks.yml)\n[![Documentation Status](https://readthedocs.org/projects/pydelphin/badge/?version=latest)](https://pydelphin.readthedocs.io/en/latest/?badge=latest)\n[![Discourse](https://img.shields.io/badge/discourse-purple?logo=discourse)](https://delphinqa.ling.washington.edu/)\n\n[DELPH-IN][] is an international consortium of researchers committed\nto producing precise, high-quality language processing tools and\nresources, primarily in the [HPSG][] syntactic and [MRS][] semantic\nframeworks, and PyDelphin is a suite of Python libraries for\nprocessing data and interacting with tools in the DELPH-IN\necosystem. PyDelphin's goal is to lower the barriers to making use of\nDELPH-IN resources to help users quickly build applications or perform\nexperiments, and it has been successfully used for research into\nmachine translation (e.g., [Goodman, 2018]), sentence chunking\n([Muszyńska, 2016]), neural semantic parsing ([Buys \u0026 Blunsom, 2017]),\nnatural language generation ([Hajdik et al., 2019]), and more.\n\n[DELPH-IN]: https://delph-in.github.io/docs/home/Home/\n[HPSG]: https://en.wikipedia.org/wiki/Head-driven_phrase_structure_grammar\n[MRS]: https://github.com/delph-in/docs/wiki/RmrsTop\n[Goodman, 2018]: https://goodmami.org/static/goodman-dissertation.pdf\n[Muszyńska, 2016]: https://www.aclweb.org/anthology/P16-3014\n[Buys \u0026 Blunsom,  2017]: https://www.aclweb.org/anthology/P17-1112\n[Hajdik et al., 2019]: https://www.aclweb.org/anthology/N19-1235\n\nDocumentation, including guides and an API reference, is available here:\nhttp://pydelphin.readthedocs.io/\n\nNew to PyDelphin? Want to see examples? Try the\n[walkthrough](https://pydelphin.readthedocs.io/en/latest/guides/walkthrough.html).\n\n## Installation and Upgrading\n\nGet the latest release of PyDelphin from [PyPI]:\n\n```bash\n$ pip install pydelphin\n```\n\n[PyPI]: https://pypi.python.org/pypi/PyDelphin\n\nFor more information about requirements, installing from source, and\nrunning unit tests, please see the\n[documentation](https://pydelphin.readthedocs.io/en/latest/guides/setup.html).\n\nAPI changes in new versions are documented in the\n[CHANGELOG](CHANGELOG.md), but for any unexpected changes please [file\nan issue][issues].\n\n[issues]: https://github.com/delph-in/pydelphin/issues/\n\n## Features\n\nPyDelphin contains the following modules:\n\nSemantic Representations:\n- [`delphin.mrs`]:  [Minimal Recursion Semantics](https://github.com/delph-in/docs/wiki/MrsRfc)\n- [`delphin.eds`]:  [Elementary Dependency Structures](https://github.com/delph-in/docs/wiki/EdsTop)\n- [`delphin.dmrs`]: [Dependency Minimal Recursion Semantics](https://github.com/delph-in/docs/wiki/RmrsDmrs)\n\nSemantic Components, Interfaces, and Metrics:\n- [`delphin.semi`]:      [Semantic Interface](https://github.com/delph-in/docs/wiki/SemiRfc)\n- [`delphin.vpm`]:       [Variable Property Mapping](https://github.com/delph-in/docs/wiki/RmrsVpm)\n- [`delphin.variable`]:  MRS variables\n- [`delphin.predicate`]: [Semantic Predicates](https://github.com/delph-in/docs/wiki/PredicateRfc)\n- [`delphin.scope`]:     Underspecified scope\n- [`delphin.sembase`]:   Basic semantic structures\n- [`delphin.codecs`]:    A wide variety of serialization codecs for MRS, EDS, and DMRS\n- [`delphin.edm`]:       [Elementary Dependency Match](https://github.com/delph-in/docs/wiki/ElementaryDependencyMatch)\n\nGrammar and Parse Inspection:\n- [`delphin.derivation`]: [Derivation trees](https://github.com/delph-in/docs/wiki/ItsdbDerivations)\n- [`delphin.tdl`]:        [Type-Description Language](https://github.com/delph-in/docs/wiki/TdlRfc)\n- [`delphin.tfs`]:        Feature structures and type hierarchies\n\nTokenization:\n- [`delphin.repp`]:   [Regular-Expression PreProcessor](https://github.com/delph-in/docs/wiki/ReppTop)\n- [`delphin.tokens`]: [YY Token lattices](https://github.com/delph-in/docs/wiki/PetInput#yy-input-mode)\n- [`delphin.lnk`]:    Lnk surface alignments\n\nCorpus Management and Processing:\n- [`delphin.itsdb`]: [\\[incr tsdb()\\]](https://github.com/delph-in/docs/wiki/ItsdbTop) profiles\n- [`delphin.tsdb`]: Low-level interface to test suite databases\n- [`delphin.tsql`]:  [TSQL](https://github.com/delph-in/docs/wiki/TsqlRfc) test suite queries\n\nInterfaces with External Processors:\n- [`delphin.interface`]: Structures for interacting with external processors\n- [`delphin.ace`]:       Python wrapper for common tasks using [ACE](http://sweaglesw.org/linguistics/ace/)\n- [`delphin.web`]:       Client for the [web API](https://github.com/delph-in/docs/wiki/ErgApi)\n\nCore Components and Command Line Interface:\n- [`delphin.commands`]:   Functional interface to common tasks\n- [`delphin.cli`]:        Command-line interface to functional commands\n- [`delphin.hierarchy`]:  Multiple-inheritance hierarchies\n- [`delphin.exceptions`]: PyDelphin's basic exception classes\n\nMiscellaneous:\n- [`delphin.highlight`]: [Pygments](https://pygments.org/) lexers and styles for highlighting MRS and TDL\n\n\n[`delphin.cli`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.cli.html\n[`delphin.codecs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.codecs.html\n[`delphin.commands`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.commands.html\n[`delphin.derivation`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.derivation.html\n[`delphin.dmrs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.dmrs.html\n[`delphin.edm`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.edm.html\n[`delphin.eds`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.eds.html\n[`delphin.exceptions`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.exceptions.html\n[`delphin.hierarchy`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.hierarchy.html\n[`delphin.highlight`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.highlight.html\n[`delphin.interface`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.interface.html\n[`delphin.ace`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.ace.html\n[`delphin.web`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.web.html\n[`delphin.tsdb`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tsdb.html\n[`delphin.itsdb`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.itsdb.html\n[`delphin.lnk`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.lnk.html\n[`delphin.mrs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.mrs.html\n[`delphin.predicate`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.predicate.html\n[`delphin.repp`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.repp.html\n[`delphin.scope`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.scope.html\n[`delphin.sembase`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.sembase.html\n[`delphin.semi`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.semi.html\n[`delphin.tdl`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tdl.html\n[`delphin.tfs`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tfs.html\n[`delphin.tokens`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tokens.html\n[`delphin.tsql`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.tsql.html\n[`delphin.variable`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.variable.html\n[`delphin.vpm`]: https://pydelphin.readthedocs.io/en/latest/api/delphin.vpm.html\n\n\n## Other Information\n\n### Getting Help\n\nPlease use the [issue tracker][issues] for bug reports, feature\nrequests, and documentation requests. For more general questions\nand support, try one of the following channels maintained by the\nDELPH-IN community:\n\n- [DELPH-IN Discourse](https://delphinqa.ling.washington.edu/) forums\n- [developers](http://lists.delph-in.net/mailman/listinfo/developers)\n  mailing list\n\n### Citation\n\nPlease use the following for academic citations (and see: https://ieeexplore.ieee.org/abstract/document/8939628):\n\n```bibtex\n@INPROCEEDINGS{Goodman:2019,\n  author={Goodman, Michael Wayne},\n  title={A Python Library for Deep Linguistic Resources},\n  booktitle={2019 Pacific Neighborhood Consortium Annual Conference and Joint Meetings (PNC)},\n  year={2019},\n  month=oct,\n  address={Singapore},\n  keywords={research software;linguistics;semantics;HPSG;computational linguistics;natural language processing;open source software}\n}\n```\n\n### Acknowledgments\n\nThanks to PyDelphin's\n[contributors](https://github.com/delph-in/pydelphin/graphs/contributors)\nand all who've participated by filing issues and feature\nrequests. Also thanks to the users of PyDelphin!\n\n### Related Software\n\n* Parser/Generators (chronological order)\n  - LKB: https://github.com/delph-in/docs/wiki/LkbTop (also: https://github.com/delph-in/docs/wiki/LkbFos)\n  - PET: https://github.com/delph-in/docs/wiki/PetTop\n  - ACE: http://sweaglesw.org/linguistics/ace/\n  - agree: https://github.com/delph-in/docs/wiki/AgreeTop\n* Grammar profiling, testing, and analysis\n  - \\[incr tsdb()\\]: http://www.delph-in.net/itsdb/\n  - gDelta: https://github.com/ned2/gdelta\n  - Typediff: https://github.com/ned2/typediff\n* Software libraries and repositories\n  - LOGON: https://github.com/delph-in/docs/wiki/LogonTop\n  - pydmrs: https://github.com/delph-in/pydmrs\n* Also see (may have overlap with the above):\n  - https://github.com/delph-in/docs/wiki/ToolsTop\n  - https://github.com/delph-in/docs/wiki/DelphinApplications\n\n### Spelling\n\nEarlier versions of PyDelphin were spelled \"pyDelphin\" with a\nlower-case \"p\" and this form is used in several publications. 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