ENT-00002620 · AI Infrastructure

Optax

Optax is a framework / tooling system associated with DeepMind.

Level V — PersistentActiveDocumented

Human readable record

Overview

Optax is a software system used in AI, machine learning, data processing or model deployment. It is documented as gradient processing and optimization library, making it a useful infrastructure node for tracing how models, datasets, experiments and applications are built.

Timeline

2020Public release or documentation
Optax appears in public documentation, project records, benchmark descriptions or research references associated with DeepMind.

Capabilities

AI development infrastructureSoftware or platform documentationWorkflow supportIntegration contextDeployment or evaluation support

Known limitations

Capabilities depend on software version, deployment configuration and supported integrations.Project scope and maintenance status can change over time.

Technical and registry detail

Technical description

Structured record for Optax. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

AI InfrastructureSoftwareFrameworkMachine Learning

Relationship graph

Optax

Associated organizationDeepMind

DeepMind is the organization, project community or institutional context associated with Optax.

Domain contextAI infrastructure

Optax belongs to the AI infrastructure layer of the intelligent-entity registry.

Machine readable layer

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

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    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002620",
    "name": "Optax",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Optax is a framework / tooling system associated with DeepMind.",
    "creator": "DeepMind",
    "url": "entity.php?id=ENT-00002620",
    "sameAs": "https://github.com/google-deepmind/optax",
    "lxkeysWorld": {
        "classification": "Framework / Tooling System",
        "organization": "DeepMind",
        "originContext": "AI infrastructure",
        "firstPublicAppearance": "2020",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI development infrastructure",
            "Software or platform documentation",
            "Workflow support",
            "Integration context",
            "Deployment or evaluation support"
        ],
        "limitations": [
            "Capabilities depend on software version, deployment configuration and supported integrations.",
            "Project scope and maintenance status can change over time."
        ],
        "tags": [
            "AI Infrastructure",
            "Software",
            "Framework",
            "Machine Learning"
        ],
        "timeline": [
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                "date": "2020",
                "title": "Public release or documentation",
                "description": "Optax appears in public documentation, project records, benchmark descriptions or research references associated with DeepMind."
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        "relationships": [
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                "type": "Associated organization",
                "description": "DeepMind is the organization, project community or institutional context associated with Optax.",
                "evidence_level": "documentary"
            },
            {
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                "type": "Domain context",
                "description": "Optax belongs to the AI infrastructure layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
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                "label": "Official documentation",
                "url": "https://github.com/google-deepmind/optax",
                "source_type": "Official Source",
                "verification_status": "verified"
            }
        ]
    }
}

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