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FATE
Python

FATE

An Industrial Grade Federated Learning Framework

by FederatedAI · GitHub
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algorithmfatefederated-learningApache-2.0Python
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In plain words

Collaborate on data securely with others while using various machine learning algorithms.

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6.09k6.08k
2026-07-042026-08-31
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📄 About

An Industrial Grade Federated Learning Framework

FATE has 6.1k stars on GitHub. It has been forked 1.6k times. FATE is written mainly in Python. It has been in active development since 2019. FATE is available under the Apache-2.0 license. Its main topics are algorithm, fate, federated-learning, machine-learning.

Frequently asked questions

What is FATE?

An Industrial Grade Federated Learning Framework

Is FATE open source?

FATE is an open-source project. It is released under the Apache-2.0 license.

Is FATE free?

Yes. FATE is free and open source — you can use, modify and self-host it.

What license does FATE use?

FATE is available under the Apache-2.0 license.

What language is FATE written in?

FATE is written mainly in Python.

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