Tensor Flow Extended (TFX)

GPTKB entity

Statements (50)
Predicate Object
gptkbp:instance_of gptkb:software_framework
gptkbp:bfsLayer 3
gptkbp:bfsParent gptkb:Graphics_Processing_Unit
gptkbp:community_support Open source community
gptkbp:developed_by gptkb:Job_Search_Engine
gptkbp:enables Scalability
Monitoring
Reproducibility
gptkbp:has Modular architecture
https://www.w3.org/2000/01/rdf-schema#label Tensor Flow Extended (TFX)
gptkbp:includes gptkb:horse_race
gptkb:software
gptkb:Pusher
gptkb:Transform
Tuner
gptkbp:is_available_on gptkb:Py_PI
gptkb:archive
gptkbp:is_compatible_with gptkb:TF_Lite
gptkb:TF.js
TF Serving
gptkbp:is_designed_for End-to-end ML workflows
Production environments
gptkbp:is_documented_in Tensor Flow documentation
gptkbp:is_integrated_with Tensor Flow Extended components
gptkbp:is_optimized_for Large-scale ML projects
gptkbp:is_part_of gptkb:Google_Cloud_AI_Platform
ML workflow automation
gptkbp:is_supported_by Google Cloud services
gptkbp:is_used_by gptkb:physicist
Data scientists
Machine learning engineers
gptkbp:is_used_for Production ML pipelines
gptkbp:is_used_in Real-world applications
gptkbp:part_of Tensor Flow ecosystem
gptkbp:provides Data validation
Model validation
Model serving
Model deployment tools
Pipeline orchestration
Feature engineering tools
gptkbp:released gptkb:2017
gptkbp:supports gptkb:lake
gptkb:fortification
Tensor Flow models
gptkbp:tutorials Tensor Flow website
gptkbp:utilizes gptkb:Tensor_Flow_Data_Validation
gptkb:Tensor_Flow_Model_Analysis
gptkb:weapon
gptkb:Tensor_Flow_Serving
gptkbp:written_in gptkb:Library