Machine Learning for Functional Dependencies
Clone the project and cd into the folder.
git clone https://github.com/Larmor27/MLFD_fd_detection cd MLFD_fd_detection pip install datawig sklearn numpy pandas anytree
If you want to perform FD-detection as well, load metanome binaries from separate repository.
git clone https://github.com/Larmor27/MLFD_fd_detection.git
Analysis has been moved to
fd_imputer_analysis.ipynb within the root-folder of the project. Run
jupyter notebook in the root directory to start a jupyter notebook server and access the notebook.
At this point, FD detection has to be performed manually using Metanome. To do so, follow the instructions in the MLFD_fd_detection repository.