{"slug":"ampyfin-ampyfin","name":"Ampyfin","description":"End-to-end ensemble trading framework that trains, backtests, and promotes validated strategies to live execution.","tagline":"End-to-end ensemble trading framework that trains, backtests, and promotes validated strategies to live execution.","category":"finance","tags":["finance","trading","automation","algo-trading","algorithmic-trading","ensemble-learning","machine-learning","open-source","python","trade"],"author":{"name":"AmpyFin","verified":false,"url":"https://github.com/AmpyFin"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"AmpyFin/ampyfin","creatorName":"AmpyFin","creatorUrl":"https://github.com/AmpyFin","sourceUrl":"https://github.com/AmpyFin/ampyfin","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/ampyfin-ampyfin#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. 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