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TensorFlow Extended (TFX)
URI:
https://gptkb.org/entity/TensorFlow_Extended_(TFX)
GPTKB entity
Statements (40)
Predicate
Object
gptkbp:instanceOf
machine learning platform
gptkbp:category
gptkb:MLOps
workflow automation
machine learning infrastructure
gptkbp:component
gptkb:Pusher
gptkb:Trainer
gptkb:Evaluator
gptkb:ExampleGen
gptkb:ExampleValidator
gptkb:InfraValidator
gptkb:SchemaGen
gptkb:StatisticsGen
gptkb:Tuner
Transform
BulkInferrer
gptkbp:developedBy
gptkb:Google
gptkbp:documentation
https://www.tensorflow.org/tfx
gptkbp:firstReleased
2019
https://www.w3.org/2000/01/rdf-schema#label
TensorFlow Extended (TFX)
gptkbp:integratesWith
gptkb:TensorFlow
gptkb:Kubeflow_Pipelines
gptkb:Apache_Airflow
gptkb:Apache_Beam
gptkb:Google_Cloud_AI_Platform
gptkbp:latestReleaseVersion
1.15.0
gptkbp:license
gptkb:Apache_License_2.0
gptkbp:npmPackage
tfx
gptkbp:openSource
true
gptkbp:programmingLanguage
gptkb:Python
gptkbp:repository
https://github.com/tensorflow/tfx
gptkbp:supports
gptkb:transformation
model deployment
model evaluation
data validation
data ingestion
model training
gptkbp:usedFor
production machine learning pipelines
gptkbp:website
https://www.tensorflow.org/tfx
gptkbp:bfsParent
gptkb:Vertex_AI_Pipelines
gptkbp:bfsLayer
6