AU
ENT-00001815 · Système IA

Auto-sklearn

Auto-sklearn is a AI system associated with University of Freiburg, classified in LXKeys.world as Specialized AI System.

Niveau IV ConnectéActifDocumenté
Fiche publique

Vue d’ensemble

Auto-sklearn is a technical AI system associated with University of Freiburg. The record documents its role in model development, retrieval, serving, orchestration, evaluation, deployment or machine learning infrastructure.

Chronologie

  1. 2015First public appearance

    Auto-sklearn entered the documented public record in 2015. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

Technical AI workflowModel operationsEvaluation support

Limites connues

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.
Détail technique et structuré

Description technique

Structured LXKeys.world registry record for Auto-sklearn. Entity type: AI System; classification: Specialized AI System; creator/organization context: University of Freiburg. Canonical source anchor: https://automl.github.io/auto-sklearn/master/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Tags contrôlés

AI InfrastructureTechnical SystemMLOps
Graphe relationnel

Auto-sklearn

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Auto-sklearn
Organisation associéeSortante
University of Freiburg

Auto-sklearn is associated with University of Freiburg through its documented source context.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

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    "@type": "Thing",
    "identifier": "ENT-00001815",
    "name": "Auto-sklearn",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "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=fr",
    "sameAs": "https://automl.github.io/auto-sklearn/master/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001815",
        "kind": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "classification": "Specialized AI System",
        "organization": "University of Freiburg",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2015",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "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": [
            "AI Infrastructure",
            "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/",
                "verification_status": "source_backed_official"
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        ],
        "relationships": [
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                "target": "University of Freiburg",
                "type": "Associated organization",
                "description": "Auto-sklearn is associated with University of Freiburg through its documented source context.",
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        "sources": [
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                "label": "Auto-sklearn documentation",
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                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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