How does AI Fairness 360 work?
An example of an AI chatbot conversation about AI Fairness 360 and its functionalities.
What is AI Fairness 360?
AI Fairness 360 is an open-source toolkit that helps detect and mitigate bias in machine learning models.
How does it help in reducing bias?
It provides algorithms to assess bias and techniques to mitigate it, ensuring fairer outcomes in AI.
Can I integrate it with my existing models?
Yes, AI Fairness 360 can be easily integrated with various machine learning frameworks like TensorFlow and scikit-learn.
What types of bias can it address?
It can address various biases, including demographic parity, equal opportunity, and disparate impact.
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