Skip to content

HazyResearch/fonduer

master
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Fonduer

CI-CD Code Climate Codecov ReadTheDocs PyPI PyPIVersion GitHubStars License CodeStyle

Fonduer is a Python package and framework for building knowledge base construction (KBC) applications from richly formatted data.

Note that Fonduer is still actively under development, so feedback and contributions are welcome. Submit bugs in the Issues section or feel free to submit your contributions as a pull request.

Getting Started

Check out our Getting Started Guide to get up and running with Fonduer.

Learning how to use Fonduer

The Fonduer tutorials cover the Fonduer workflow, showing how to extract relations from hardware datasheets and scientific literature.

Reference

Fonduer: Knowledge Base Construction from Richly Formatted Data (blog):

@inproceedings{wu2018fonduer,
  title={Fonduer: Knowledge Base Construction from Richly Formatted Data},
  author={Wu, Sen and Hsiao, Luke and Cheng, Xiao and Hancock, Braden and Rekatsinas, Theodoros and Levis, Philip and R{\'e}, Christopher},
  booktitle={Proceedings of the 2018 International Conference on Management of Data},
  pages={1301--1316},
  year={2018},
  organization={ACM}
}

Acknowledgements

Fonduer leverages the work of Emmental and Snorkel.