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tensorflow-federated

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google-parfait/tensorflow-federated

An open-source framework for machine learning and other computations on decentralized data.

GitHub

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Python Apache-2.0Created Dec 12, 2018

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Maintenance
Very active (1d since push)
As of today · Source: github_public_v1
Provenance
Not a fork · Organization account
As of today · Source: github_public_v1
Security (OSV)
No lockfile
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Public GitHub metadata and optional OSV dependency scans. Signals, not a guarantee. Trust methodology.

Overview

An open-source framework for machine learning and other computations on decentralized data.

Capability facts

Languages
python

Source: github.language+pyproject.toml · Jul 11, 2026

Categories

Model Training

Tags

python

README

Installation

See the install documentation for instructions on how to install TensorFlow Federated as a package or build TensorFlow Federated from source.

Getting Started

See the get started documentation for instructions on how to use TensorFlow Federated.