Tensorflow Context
JSON-LD context defining the semantic vocabulary for Tensorflow from TensorFlow.
4 Classes
15 Properties
4 Namespaces
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
{
"@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"
}
}