{"slug":"adambielski-siamese-triplet","name":"Siamese Triplet","description":"Siamese and triplet networks with online pair/triplet mining in PyTorch","tagline":"Siamese and triplet networks with online pair/triplet mining in PyTorch","category":"ml-automation","tags":["machine-learning","automation","ml-media","contrastive-loss","deep-learning","embedding","learning-embeddings","pytorch","siamese-network","triplet-loss"],"author":{"name":"adambielski","verified":true,"url":"https://github.com/adambielski"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"adambielski/siamese-triplet","creatorName":"adambielski","creatorUrl":"https://github.com/adambielski","sourceUrl":"https://github.com/adambielski/siamese-triplet","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/adambielski-siamese-triplet#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":3175,"forks":632,"downloads":0,"rating":0,"review_count":0,"quality_score":51.21},"quality":{"score":75,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"3.2K","tone":"positive"},{"label":"Freshness","value":"3y ago","tone":"warning"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"BSD-3-Clause","tone":"neutral"}],"warnings":["Repository looks stale"]},"trust":{"version":"trust-score-v3","score":81,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"3.2K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":83,"weight":0.08,"status":"pass","detail":"3.2K stars, 632 forks; 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