Step-by-Step Data Quality Augmentation, Bias Mitigation, and Implementing Fairness Metrics using Synthetic data

The aim of this report is to explain the functionalities of the software modules related to the deliverable on bias mitigation and fairness metrics of the TIME project, the successful WomenTechEU submission of Clearbox AI. The open source work done during the span of the project can be found in the following repositories:

1. Structured Data Profiling library of Clearbox AI: https://github.com/Clearbox-AI/StructuredDataProfiling

2. Bias Mitigation and Fairness module of Clearbox AI: https://github.com/Clearbox-AI/Bias-Detection-Mitigation