T
ENT-00001816 · AutoML Framework

TPOT

TPOT is a automated machine learning tool associated with University of Pennsylvania.

Level IV — ConnectedActiveConnected
Human readable record

Overview

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

Timeline

  1. 2016TPOT public documentation anchor

    TPOT appears in public documentation or stable reference sources as a automated machine learning tool associated with University of Pennsylvania.

Capabilities

Technical AI workflowModel operationsEvaluation support

Known limitations

The record describes the public identity and documented role of the entity, not private implementation details.Capabilities depend on version, deployment context, access conditions and the available public documentation.
Technical and registry detail

Technical description

Structured record for TPOT. The technical layer identifies entity type, classification, creator or organization, public source anchors, timeline entry, capabilities, limitations, registry status and graph relationships. Source anchor: https://epistasislab.github.io/tpot/.

Controlled tags

AI InfrastructureTechnical SystemMLOps
Relationship graph
TPOT
Associated organizationUniversity of Pennsylvania

TPOT is associated with University of Pennsylvania through its documented source context.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001816",
    "name": "TPOT",
    "alternateName": [],
    "additionalType": "AutoML Framework",
    "description": "TPOT is a automated machine learning tool associated with University of Pennsylvania.",
    "creator": "Epistasis Lab",
    "url": "entity.php?id=ENT-00001816",
    "sameAs": "https://epistasislab.github.io/tpot/",
    "lxkeysWorld": {
        "classification": "automated machine learning tool",
        "organization": "University of Pennsylvania",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2016",
        "currentStatus": "Active",
        "registryStatus": "Connected",
        "spatiumIndex": {
            "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",
            "reviewed_utc": "2026-06-16T23:59:28+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Technical AI workflow",
            "Model operations",
            "Evaluation support"
        ],
        "limitations": [
            "The record describes the public identity and documented role of the entity, not private implementation details.",
            "Capabilities depend on version, deployment context, access conditions and the available public documentation."
        ],
        "tags": [
            "AI Infrastructure",
            "Technical System",
            "MLOps"
        ],
        "timeline": [
            {
                "date": "2016",
                "title": "TPOT public documentation anchor",
                "description": "TPOT appears in public documentation or stable reference sources as a automated machine learning tool associated with University of Pennsylvania."
            }
        ],
        "relationships": [
            {
                "target": "University of Pennsylvania",
                "type": "Associated organization",
                "description": "TPOT is associated with University of Pennsylvania through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "TPOT documentation",
                "url": "https://epistasislab.github.io/tpot/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
Proof and discussion layer

Contribute to this record

Submit a proof, correction or comment. Public display is moderated. Every submission remains preserved in the export archive.

Submit proof or comment

Approved comments

No approved public comment yet.