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TensorFlow Federated

TensorFlow Federated

FreeCode AssistantData AnalysisResearchDeveloper Tools

TensorFlow Federated (TFF) 是一个用于在去中心化数据上进行机器学习和其他计算的开源框架。

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TensorFlow Federated

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Who's Using It

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Features

Support federated learning algorithms
Provide high-level interfaces for training and evaluation
Support custom federated algorithm development
Support distributed communication operations
Can be deployed to various runtime environments

Use Cases

Train a mobile keyboard prediction modelConduct federated data analysisExperiment with new federated learning algorithms

Best For

ResearchersDevelopersData scientists

Pricing

Free

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