DeepChem

Structured entry data for human tools, AI systems and machine clients.

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    "@type": "Thing",
    "identifier": "ENT-00001523",
    "name": "DeepChem",
    "alternateName": [],
    "additionalType": {
        "category": "Frameworks and Software",
        "type": "AI Framework",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "DeepChem is a AI software framework associated with DeepChem, classified in LXKeys.world as AI / ML Framework.",
    "creator": "DeepChem",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001523&lang=en",
    "sameAs": "https://deepchem.io",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001523",
        "kind": "Frameworks and Software",
        "type": "AI Framework",
        "subtype": "",
        "classification": "AI / ML Framework",
        "organization": "DeepChem",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2016",
        "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": [
            "Scientific prediction",
            "Research analysis",
            "Domain-specific modeling"
        ],
        "limitations": [
            "Capabilities depend on software version, runtime environment, optional integrations and supported backends.",
            "API stability, maintenance status and compatibility can change over time.",
            "The framework does not by itself guarantee the quality, safety or performance of models built with it."
        ],
        "tags": [
            "Scientific AI",
            "Research System",
            "AI Model"
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        "timeline": [
            {
                "date": "2016",
                "title": "Initial public software release",
                "description": "DeepChem entered the documented public record in 2016. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://deepchem.io",
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        "relationships": [
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        "sources": [
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                "label": "DeepChem documentation",
                "url": "https://deepchem.io/",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "OFFICIAL",
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