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SolasAI AI Bias Detection & Mitigation Library

By SolasAI, Inc

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SolasAI AI Bias Detection & Mitigation Library Reviews & Product Details

SolasAI AI Bias Detection & Mitigation Library Media

SolasAI AI Bias Detection & Mitigation Library Demo - SolasAI does not require you to change tools or architecture
The data scientist or or company is not required to adopt a new technology stack or change the tools you are using. SolasAI provides APIs that you can use through your existing IDE or programming notebook. It then provides you alternatives in the same model architecture you used so you can just p...
SolasAI AI Bias Detection & Mitigation Library Demo - Speeds & Improves Feature Selection to Reduce Bias
SolasAI uses feature selection within a highly automated and targeted artificial intelligence solution to identify features with similar predictive value with less disparity associated with them. It can run iteratively with hyperparameter tuning to continually refine bias out while maintaining pr...
SolasAI AI Bias Detection & Mitigation Library Demo - Highly Automated Hyperparameter Tuning Reduces Bias w/o Sacrificing Quality
SolasAI provides a highly automated and powerful hyperparameter tuning solution focused on reducing social bias while maintaining model quality. This works in concert with feature selection to create highly performant models with less bias. The AI in SolasAI then identifies the best alternatives ...
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SolasAI AI Bias Detection & Mitigation Library Reviews (1)

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SolasAI AI Bias Detection & Mitigation Library Reviews (1)

5.0
1 reviews

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Verified User in Banking
UB
Small-Business (50 or fewer emp.)
"Best in class library for algorithmic fairness"
What do you like best about SolasAI AI Bias Detection & Mitigation Library?

This collection of fairness-focused tools was built with practitioners in mind, unlike other open-source or proprietary fairness software. It is an excellent library for fair lending, healthcare, insurance, employment, or other spaces that are under pressure to make their tools more fair. The python interfaces are user-friendly and the technology under the hood is powerful. As society and regulators continue to shift towards emphasizing fair decision-making, tools like SolasAI will continue to be more and more valuable. Review collected by and hosted on G2.com.

What do you dislike about SolasAI AI Bias Detection & Mitigation Library?

Fairness is a tricky problem to tackle with often fuzzy requirements. No software can completely solve all of your problems with the push of a button. But the SolasAI library comes closest - when paired with some domain expertise it provides all the tools necessary to address the highest-stakes anti-discrimination problems. Review collected by and hosted on G2.com.

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