Balanced Data Generator for Ethical AI
6.5
A Python library extension leveraging Mimesis to automate the generation of balanced, counterfactual datasets specifically for auditing and mitigating bias in machine learning models. Supplying a model with these datasets before training or for testing bias can significantly improve the ethical output of an AI.
80h
mvp estimate
6.5
viability grade
16
views
technology stack
Python
Easy
inspired by
Libraries can balance datasets to reduce model bias.