awesome-metric-learning

Why we included this project

Metric learning shows up in more places than people expect, and this curated index from the Qdrant team is a practical way to get oriented without committing to a full bibliography. It collects surveys, tutorials, libraries, and write-ups of real applications, each with a short note on what it covers, so the list works as a reading path rather than a pile of links. Newcomers can start with the introductory surveys, while engineers working on similarity search or recommendation problems can skip straight to the tools and examples that match their task. Teams weighing how to frame a distance-based problem will find it a handy reference before picking a framework.