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Fairlearn Alternatives
Similar projects and alternatives to fairlearn based on common topics and language
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seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
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verifyml
Open-source toolkit to help companies implement responsible AI workflows.
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model-card-toolkit
A toolkit that streamlines and automates the generation of model cards
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EthicML
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better fairlearn alternative or higher similarity.
fairlearn reviews and mentions
Posts with mentions or reviews of fairlearn.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-28.
- Fairlearn
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Open source projects to work on AI bias
I'm involved in the Fairlearn project, and we always love getting new contributors. We have a bunch of open issues, ranging from new functionality to writing documentation, so feel free to take a look and see if there is something you would like to work on.
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In your experience, are AI Ethics teams valuable/effective? [D]
I'm involved with the Fairlearn project, so once I figure out what's necessary from a company policy-side, my plan is to incorporate these methods into Fairlearn one day.
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Building a Responsible AI Solution - Principles into Practice
Besides the existing monitoring solution mentioned in the section above, we were also took inspiration from continuous integration and continuous delivery (CI/CD) testing tools like Jenkins and Circle CI, on the engineering front, and existing fairness libraries like Microsoft's Fairlearn and IMB's Fairness 360, on the machine learning side of things.
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Ideas on how to use my data skills for a good cause?
Another commenter mentioned contributing to open-source tools. If you're interested in going that route, I'm involved in the Fairlearn project, and we could always benefit from a good data engineer.
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Stats
Basic fairlearn repo stats
6
1,792
8.2
14 days ago
fairlearn/fairlearn is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of fairlearn is Python.
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