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Data Quality Wrapper
- Project
- 18022 IVVES
- Description
- Automated EDA and preprocessing
- Easy report generation and sharing
- Educational component of the solution
- Contact
- Tijana Nikolic and Almira Pillay, Sogeti NL
- tia.nikolic@sogeti.com
- Technical features
Input(s):
- Tabular data (incl. synthetic)
- Text data
- Images
- Audio files
Main feature(s):
- Automated EDA of inputs
- Automated preprocessing of tabular data into training data
- Augmentation of audio and image files
Output(s):
- EDA report
- Training data
- Integration constraints
- App is deployed on Streamlit cloud and can freely be used
- Adding new features in app requires coding them in
- Targeted customer(s)
Students and ML practitioners.
- Conditions for reuse
MIT license
- Confidentiality
- Public
- Publication date
- 29-11-2022
- Involved partners
- Sogeti Nederland B.V. (NLD)