TensorFlow Extended (TFX)

URI: https://gptkb.org/entity/TensorFlow_Extended_(TFX)

GPTKB entity

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