TensorFlow · JSON-LD Context

Tensorflow Context

JSON-LD context defining the semantic vocabulary for Tensorflow from TensorFlow.

4 Classes 15 Properties 4 Namespaces
View Context View on GitHub

Namespaces

schema: https://schema.org/
tf: https://www.tensorflow.org/api_docs/python/tf#
owl: http://www.w3.org/2002/07/owl#
rdfs: http://www.w3.org/2000/01/rdf-schema#

Classes

Organization name description url

Properties

Property Type Container
TensorFlowModel reference
ModelVersion reference
ModelSignature reference
PredictionRequest reference
PredictionResponse reference
model_name string
version integer
signature_name string
instances list
inputs @json
predictions list
outputs @json
state @vocab
model_version_status list
machineLearning

JSON-LD Document

Raw ↑
{
  "@context": {
    "@version": 1.1,
    "schema": "https://schema.org/",
    "tf": "https://www.tensorflow.org/api_docs/python/tf#",
    "owl": "http://www.w3.org/2002/07/owl#",
    "rdfs": "http://www.w3.org/2000/01/rdf-schema#",

    "TensorFlowModel": {
      "@id": "tf:Model",
      "@type": "@id",
      "rdfs:comment": "A TensorFlow machine learning model"
    },
    "ModelVersion": {
      "@id": "tf:ModelVersion",
      "@type": "@id"
    },
    "ModelSignature": {
      "@id": "tf:Signature",
      "@type": "@id"
    },
    "PredictionRequest": {
      "@id": "tf:PredictRequest",
      "@type": "@id"
    },
    "PredictionResponse": {
      "@id": "tf:PredictResponse",
      "@type": "@id"
    },

    "model_name": {
      "@id": "tf:modelName",
      "@type": "xsd:string"
    },
    "version": {
      "@id": "tf:version",
      "@type": "xsd:integer"
    },
    "signature_name": {
      "@id": "tf:signatureName",
      "@type": "xsd:string"
    },
    "instances": {
      "@id": "tf:instances",
      "@container": "@list"
    },
    "inputs": {
      "@id": "tf:inputs",
      "@type": "@json"
    },
    "predictions": {
      "@id": "tf:predictions",
      "@container": "@list"
    },
    "outputs": {
      "@id": "tf:outputs",
      "@type": "@json"
    },
    "state": {
      "@id": "tf:state",
      "@type": "@vocab",
      "@context": {
        "AVAILABLE": "tf:AVAILABLE",
        "LOADING": "tf:LOADING",
        "UNLOADING": "tf:UNLOADING",
        "START": "tf:START",
        "END": "tf:END",
        "UNKNOWN": "tf:UNKNOWN"
      }
    },
    "model_version_status": {
      "@id": "tf:modelVersionStatus",
      "@container": "@list"
    },

    "machineLearning": {
      "@id": "schema:SoftwareApplication",
      "rdfs:comment": "Machine learning platform"
    },
    "Organization": "schema:Organization",
    "name": "schema:name",
    "description": "schema:description",
    "url": "schema:url"
  }
}