--- title: metric-learn Reviews meta\_title: 'metric-learn Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter reviews by the users' company size, role or industry to find out how metric-learn works for a business like yours. aggregate\_rating: rating\_value: 4.0 review\_count: 3 scale: '5' date\_modified: '2026-07-17' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # metric-learn Reviews & Product Details metric-learn is the sub-field of machine learning dedicated to automatically constructing optimal distance metrics. * * * Seller [metric-learn](https://www.g2.com/sellers/metric-learn) Discussions [metric-learn Community](https://www.g2.com/products/metric-learn/discuss) Show More ## Top-Rated Alternatives [ ![Automation Anywhere Agentic Process Automation](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Automation Anywhere Agentic Process Automation") Automation Anywhere Agentic Process Automation 4.5/5(5,623) ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) [ ![Demandbase One](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Demandbase One") Demandbase One 4.4/5(1,988) ](https://www.g2.com/products/demandbase-one/reviews) [ ![Phrase](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Phrase") Phrase 4.5/5(1,306) ](https://www.g2.com/products/phrase-phrase/reviews) [ View All Alternatives ](https://www.g2.com/products/metric-learn/competitors/alternatives) ![Verified User in Computer & Network Security](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer & Network Security") UC Verified User in Computer & Network Security Mid-Market (51-1000 emp.) 11/5/2024 "Good open source library for several ML algorithms" 4.5/5 What do you like best about metric-learn? The off the shelf well tested metrics provided upfront by the library. Review collected by and hosted on G2.com. What do you dislike about metric-learn? Documentation and details of the algorithms are not in very much detail. Review collected by and hosted on G2.com. What problems is metric-learn solving and how is that benefiting you? Evaluation of the Ml models that we have designed particularly supervised ML algorithms. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 10/3/2024 "Metric based supervised learning" 3.5/5 What do you like best about metric-learn? Weakly supervised metric learning is the best, it has the power to operate on judgments and different data objects rathern than just points such as tuples. Review collected by and hosted on G2.com. What do you dislike about metric-learn? Plotting is not that great, but can use thrid party tools, but one of the best tools out there. Review collected by and hosted on G2.com. What problems is metric-learn solving and how is that benefiting you? Getting distances between points in a mathematical form. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic KT Kevin T. Mid-Market (51-1000 emp.) 8/16/2018 "Machine Learning library for Python" 4/5 What do you like best about metric-learn? Good machine learning library for Python, relatively easy to setup and has a lot of algorithms built in. I just the large margin nearest neighbor algorithm for customer group mapping. Review collected by and hosted on G2.com. What do you dislike about metric-learn? Nothing that I really dislike. It's a good library. Review collected by and hosted on G2.com. Recommendations to others considering metric-learn: Try it out, it's a quality library. Similar to sci-kit learn. Review collected by and hosted on G2.com. What problems is metric-learn solving and how is that benefiting you? Machine learning on customer information and data. Review collected by and hosted on G2.com. Show More 8/20/2018 Validated ReviewerIncentivizedSource: G2 invite ### There are not enough reviews of metric-learn for G2 to provide buying insight. 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[ Ask about metric-learn ](https://www.g2.com/products/metric-learn/discussions/new) GU Guest User What is metric-learn used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-metric-learn-used-for) [ View all Discussions ](https://www.g2.com/products/metric-learn/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/metric-learn/pricing) ## Work at metric-learn? Claim this profile to respond to reviews, update product info, and reach in-market buyers. 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