Structured entry data for human tools, AI systems and machine clients.
{
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{
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],
"@type": "Thing",
"identifier": "ENT-00001815",
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},
"description": "Auto-sklearn is a AI system associated with University of Freiburg, classified in LXKeys.world as Specialized AI System.",
"creator": "University of Freiburg",
"url": "https://lxkeys.world/entry.php?id=ENT-00001815&lang=en",
"sameAs": "https://automl.github.io/auto-sklearn/master/",
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"kind": "AI Systems",
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"classification": "Specialized AI System",
"organization": "University of Freiburg",
"originContext": "Public AI and technical record",
"firstPublicAppearance": "2015",
"currentStatus": "Active",
"documentationStatus": "Documented",
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"documentation": 25,
"evidence": 13,
"structure": 25,
"relationships": 11,
"level": "Level IV Connected"
},
"lxCalendarium": {
"start_date_utc": "2023-04-01",
"created_utc": "2026-06-16T23:59:28+00:00",
"created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
"updated_utc": "2026-06-16T23:59:28+00:00",
"updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
},
"facts": [],
"capabilities": [
"Technical AI workflow",
"Model operations",
"Evaluation support"
],
"limitations": [
"Capabilities depend on the deployed version, configuration, underlying models and supported input/output formats.",
"Public documentation may not expose private implementation details or all operational safeguards.",
"Availability, pricing and product scope can change over time."
],
"tags": [
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"Technical System",
"MLOps"
],
"timeline": [
{
"date": "2015",
"title": "First public appearance",
"description": "Auto-sklearn entered the documented public record in 2015. This event is retained at the precision supported by the Entry’s reviewed source history.",
"source_url": "https://automl.github.io/auto-sklearn/master/",
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}