scikit-learn
ENT-00000693 · Framework IA

scikit-learn

scikit-learn is a AI software framework associated with scikit-learn, classified in LXKeys.world as AI / ML Framework.

Niveau IV ConnectéActifDocumenté
Fiche publique

Vue d’ensemble

scikit-learn is documented as an AI developer platform or infrastructure component associated with scikit-learn. Its importance comes from Python machine learning library for classical ML workflows. The record helps connect models, applications, agents and deployment environments inside the broader AI tooling layer.

Chronologie

  1. 2007Initial public software release

    scikit-learn entered the documented public record in 2007. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

AI application developmentModel orchestration or deploymentTool and API integrationDeveloper workflow support

Limites connues

Capabilities depend on product version, integration context and access tier.Public behavior can change as the provider updates models, policies and interfaces.
Détail technique et structuré

Description technique

Structured LXKeys.world registry record for scikit-learn. Entity type: AI Framework; classification: AI / ML Framework; creator/organization context: scikit-learn Project. Canonical source anchor: https://scikit-learn.org/. 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

scikit-learnDeveloper PlatformResearchmachine
Graphe relationnel

scikit-learn

Ouvrir dans le graphe complet
scikit-learn
Créateur ou développeurSortante
scikit-learn Project

scikit-learn Project is identified as a creator, developer or originating actor for scikit-learn.

Couche lisible par machine

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

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00000693",
    "name": "scikit-learn",
    "alternateName": [],
    "additionalType": {
        "category": "Frameworks and Software",
        "type": "AI Framework",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "scikit-learn is a AI software framework associated with scikit-learn, classified in LXKeys.world as AI / ML Framework.",
    "creator": "scikit-learn Project",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000693&lang=fr",
    "sameAs": "https://scikit-learn.org/",
    "image": "https://lxkeys.world/uploads/entity-images/ENT-00000693.png",
    "lxkeysWorld": {
        "worldId": "ENT-00000693",
        "kind": "Frameworks and Software",
        "type": "AI Framework",
        "subtype": "",
        "classification": "AI / ML Framework",
        "organization": "scikit-learn",
        "originContext": "ML infrastructure",
        "firstPublicAppearance": "2007",
        "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": "2026-06-16T23:59:02+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:02+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "AI application development",
            "Model orchestration or deployment",
            "Tool and API integration",
            "Developer workflow support"
        ],
        "limitations": [
            "Capabilities depend on product version, integration context and access tier.",
            "Public behavior can change as the provider updates models, policies and interfaces."
        ],
        "tags": [
            "scikit-learn",
            "Developer Platform",
            "Research",
            "machine"
        ],
        "timeline": [
            {
                "date": "2007",
                "title": "Initial public software release",
                "description": "scikit-learn entered the documented public record in 2007. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://scikit-learn.org/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "scikit-learn Project",
                "type": "Creator or Developer",
                "description": "scikit-learn Project is identified as a creator, developer or originating actor for scikit-learn.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "scikit-learn official reference",
                "url": "https://scikit-learn.org/",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": {
            "path": "uploads/entity-images/ENT-00000693.png",
            "sha256": "fdcf33caa8ea04d08335e7a8f42a0d2a797a5d649d4f4d0918ee1d69149efb39",
            "width": 512,
            "height": 512,
            "mime": "image/png",
            "provenance_status": "PROVENANCE_UNCONFIRMED",
            "review_status": "preserved_pending_official_verification",
            "legacy_provenance_status": "legacy_unverified",
            "source_type": "historical",
            "source_label": "LXKeys.world historical media corpus",
            "metadata_namespace": "urn:lxkeys:xmp:1.0",
            "metadata_embedded": true,
            "metadata_verified": true,
            "asset_id": "LXW-IMG-ENT-00000693-FDCF33CAA8EA",
            "processing_id": "LXP-20260908-ED41538F741C",
            "processed_at_utc": "2026-09-08T18:00:00Z",
            "dypclt": "D-0 Y-2 P-4 C-4 L-33 T-6",
            "rights_holder": "",
            "rights_policy": "PROVENANCE_REVIEW_REQUIRED",
            "original_sha256": "fdcf33caa8ea04d08335e7a8f42a0d2a797a5d649d4f4d0918ee1d69149efb39",
            "processed_sha256": "64b9dee0a4ee646372343a0f8d34a79863b205a59970cb7a8424c92ec288eda8"
        }
    }
}
Preuves

Contribuer à cette entrée

Soumettez une source, une correction ou un commentaire. Les modifications publiques restent modérées.

Soumettre une preuve ou un commentaire

Commentaires approuvés

Aucun commentaire public approuvé pour le moment.