FLEXible-FL

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7 repositories

FLEXible
Public
Federated Learning (FL) experiment simulation in Python.
python data-science machine-learning ai deep-learning models dataset python-package federated-learning federated-learning-framework
Python
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GNU Affero General Public License v3.0
•0•12•2•1•Updated Feb 5, 2025Feb 5, 2025
flex-anomalies
Public
Anomaly detection using Federated Learning with FLEX.
Python
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GNU Affero General Public License v3.0
•0•6•0•0•Updated Jan 29, 2025Jan 29, 2025
flex-trees
Public
Decision tree methods in federated learning with FLEXible.
flexible models dataset decision-tree federated-learning
Python
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GNU Affero General Public License v3.0
•0•2•0•0•Updated Oct 25, 2024Oct 25, 2024
flex-clash
Public
State-of-the-art adversarial attacks and defences for FLEXible framework
defense federated-learning adverarial-attacks
Jupyter Notebook
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GNU Affero General Public License v3.0
•0•1•0•0•Updated Oct 22, 2024Oct 22, 2024
flex-block
Public
Blockchain simulation functionality for FLEXible framework
Python
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GNU Affero General Public License v3.0
•0•3•0•0•Updated Mar 17, 2024Mar 17, 2024
flex-nlp
Public
Natural Language Processing (NLP) using the FLEXible framework.
nlp models dataset flexible-framework federated-learning
Jupyter Notebook
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GNU Affero General Public License v3.0
•0•1•0•0•Updated Mar 14, 2024Mar 14, 2024
flex-doc
Public
Python
•0•0•0•0•Updated Oct 18, 2022Oct 18, 2022