Pythpn implementation of Contextual Data Cleaning with Ontological Functional Dependencies.
Dataset, ofds, senses of clinical data of Python code and Java code.
The source code is available here.
- Initial sense assignment
- Local sense refinement
- Provided by Longtao Zheng
Input data should align with the format in directory datasets
Configure the path of data, OFDs, and senses in main.py
, then run python main.py
.
- Repair data by beam search
- Provided by Zheng Zheng