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Home Page: http://docs.responsibly.ai
License: MIT License
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems ๐๐ค๐งฐ
Home Page: http://docs.responsibly.ai
License: MIT License
Is it support mitigating bias and improving fairness in multi-class classification problems?
If so please provide an example of doing the same in a sample multi-class classification dataset.
If different sensitive attribute values use different thresholds, the equalized odds intervention won't be sync across the values.
Therefore, an updated version of roc_curve from sklearn should be used, that takes the global thresholds and generate (fpr,tpr) for each sensitive attribute value:
Description in PyPI seems partial:
https://pypi.org/project/ethically/0.0.3/
Probably because of the use of one string inside parentheses in root __init__.py
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
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Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
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We are working to build community through open source technology. NB: members must have two-factor auth.
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