TF Federated

GPTKB entity

Statements (62)
Predicate Object
gptkbp:instance_of gptkb:machine_learning
gptkbp:can_be_used_for Mobile Applications
Healthcare Applications
Finance Applications
gptkbp:developed_by gptkb:Google
gptkbp:enables Distributed Training
gptkbp:facilitates Collaborative Learning
gptkbp:has Sample Projects Available
gptkbp:has_community Active User Community
gptkbp:has_documentation Available Online
gptkbp:has_feature Cross-Device Learning
Cross-Silo Learning
https://www.w3.org/2000/01/rdf-schema#label TF Federated
gptkbp:integrates_with gptkb:Tensor_Flow_Serving
gptkbp:is_adopted_by Academic Institutions
Tech Companies
gptkbp:is_available_on gptkb:Git_Hub
gptkbp:is_based_on Federated Averaging Algorithm
gptkbp:is_compatible_with gptkb:Keras
gptkb:cloud_services
gptkbp:is_documented_in Tensor Flow Documentation
gptkbp:is_evaluated_by gptkb:regulations
Research Papers
Benchmarks
gptkbp:is_influenced_by gptkb:Differential_Privacy
gptkbp:is_open_source gptkb:True
gptkbp:is_part_of gptkb:Google_AI_Research
gptkb:Tensor_Flow_Ecosystem
AI Ethics Discussions
Federated Learning Frameworks
gptkbp:is_promoted_by gptkb:Google_Cloud
gptkbp:is_promoted_through gptkb:Workshops
Conferences
Webinars
gptkbp:is_related_to gptkb:Artificial_Intelligence
gptkb:machine_learning
gptkb:security
Decentralized Learning
gptkbp:is_scalable gptkb:True
gptkbp:is_supported_by gptkb:open-source_software
gptkb:Tensor_Flow_Team
Community Contributions
gptkbp:is_tested_for Real-World Datasets
gptkbp:is_used_by gptkb:researchers
Industry Practitioners
gptkbp:is_used_for Privacy-Preserving Machine Learning
Collaborative Data Analysis
gptkbp:offers Model Aggregation
gptkbp:operational_use gptkb:True
gptkbp:programming_language gptkb:Python
gptkbp:provides Privacy Preservation
APIs for Customization
gptkbp:released_in gptkb:2019
gptkbp:suitable_for gptkb:Edge_Computing
Io T Applications
gptkbp:supports gptkb:Tensor_Flow
Multiple Platforms
gptkbp:tutorials Available Online
gptkbp:used_for gptkb:Federated_Learning
gptkbp:bfsParent gptkb:tensorflow
gptkb:Tensor_Flow_Core
gptkbp:bfsLayer 6