{"id":13738125,"url":"https://github.com/HazyResearch/fonduer","last_synced_at":"2025-05-08T15:32:30.775Z","repository":{"id":49771952,"uuid":"120036188","full_name":"HazyResearch/fonduer","owner":"HazyResearch","description":"A knowledge base construction engine for richly formatted data","archived":false,"fork":false,"pushed_at":"2021-06-23T01:24:52.000Z","size":12036,"stargazers_count":409,"open_issues_count":16,"forks_count":77,"subscribers_count":26,"default_branch":"master","last_synced_at":"2025-04-13T04:05:12.580Z","etag":null,"topics":["knowledge-base-construction","machine-learning","multimodality"],"latest_commit_sha":null,"homepage":"https://fonduer.readthedocs.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/HazyResearch.png","metadata":{"files":{"readme":"README.rst","changelog":"CHANGELOG.rst","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-02-02T22:03:13.000Z","updated_at":"2025-01-31T17:44:20.000Z","dependencies_parsed_at":"2022-08-02T14:45:18.912Z","dependency_job_id":null,"html_url":"https://github.com/HazyResearch/fonduer","commit_stats":null,"previous_names":[],"tags_count":29,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HazyResearch%2Ffonduer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HazyResearch%2Ffonduer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HazyResearch%2Ffonduer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HazyResearch%2Ffonduer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/HazyResearch","download_url":"https://codeload.github.com/HazyResearch/fonduer/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253096435,"owners_count":21853601,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["knowledge-base-construction","machine-learning","multimodality"],"created_at":"2024-08-03T03:02:11.904Z","updated_at":"2025-05-08T15:32:27.674Z","avatar_url":"https://github.com/HazyResearch.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"|Fonduer|\n=========\n\n|CI-CD| |CodeClimate| |Codecov| |ReadTheDocs| |PyPI| |PyPIVersion| |GitHubStars| |License| |CodeStyle|\n\nFonduer is a Python package and framework for building knowledge base\nconstruction (KBC) applications from **richly formatted data**.\n\nNote that Fonduer is still *actively under development*, so feedback and\ncontributions are welcome. Submit bugs in the Issues_ section or feel free to\nsubmit your contributions as a pull request.\n\nGetting Started\n---------------\n\nCheck out our `Getting Started Guide`_ to get up and running with Fonduer.\n\nLearning how to use Fonduer\n~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nThe `Fonduer tutorials`_ cover the Fonduer workflow, showing how to extract\nrelations from hardware datasheets and scientific literature.\n\nReference\n---------\n\n`Fonduer: Knowledge Base Construction from Richly Formatted\nData \u003chttps://arxiv.org/abs/1703.05028\u003e`__ (`blog \u003chttps://hazyresearch.stanford.edu/fonduer\u003e`__)::\n\n    @inproceedings{wu2018fonduer,\n      title={Fonduer: Knowledge Base Construction from Richly Formatted Data},\n      author={Wu, Sen and Hsiao, Luke and Cheng, Xiao and Hancock, Braden and Rekatsinas, Theodoros and Levis, Philip and R{\\'e}, Christopher},\n      booktitle={Proceedings of the 2018 International Conference on Management of Data},\n      pages={1301--1316},\n      year={2018},\n      organization={ACM}\n    }\n\n\nAcknowledgements\n----------------\n\nFonduer leverages the work of Emmental_ and Snorkel_.\n\n\n.. |CodeClimate| image:: https://img.shields.io/codeclimate/maintainability/HazyResearch/fonduer.svg\n   :alt: Code Climate\n   :target: https://codeclimate.com/github/HazyResearch/fonduer\n.. |Fonduer| image:: docs/static/img/fonduer-logo.png\n   :target: https://github.com/HazyResearch/fonduer\n.. |CI-CD| image:: https://img.shields.io/github/workflow/status/HazyResearch/fonduer/ci.svg\n   :target: https://github.com/HazyResearch/fonduer/actions\n.. |Codecov| image:: https://img.shields.io/codecov/c/github/HazyResearch/fonduer\n   :target: https://codecov.io/gh/HazyResearch/fonduer\n.. |ReadTheDocs| image:: https://img.shields.io/readthedocs/fonduer.svg\n   :target: https://fonduer.readthedocs.io/\n.. |PyPI| image:: https://img.shields.io/pypi/v/fonduer.svg\n   :target: https://pypi.org/project/fonduer/\n.. |PyPIVersion| image:: https://img.shields.io/pypi/pyversions/fonduer.svg\n   :target: https://pypi.org/project/fonduer/\n.. |GitHubStars| image:: https://img.shields.io/github/stars/HazyResearch/fonduer.svg\n   :target: https://github.com/HazyResearch/fonduer/stargazers\n.. |License| image:: https://img.shields.io/github/license/HazyResearch/fonduer.svg\n   :target: https://github.com/HazyResearch/fonduer/blob/master/LICENSE\n.. |CodeStyle| image:: https://img.shields.io/badge/code%20style-black-000000.svg\n   :target: https://github.com/ambv/black\n\n.. _Emmental: https://github.com/senwu/emmental/\n.. _Snorkel: https://hazyresearch.github.io/snorkel/\n.. _Issues: https://github.com/HazyResearch/fonduer/issues/\n.. _Getting Started Guide: https://fonduer.readthedocs.io/en/latest/user/getting_started.html\n.. _Fonduer tutorials: https://github.com/hazyresearch/fonduer-tutorials\n.. _Mailing List: https://groups.google.com/forum/#!forum/fonduer-dev\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FHazyResearch%2Ffonduer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FHazyResearch%2Ffonduer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FHazyResearch%2Ffonduer/lists"}