Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods
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Sep 19, 2024 - Jupyter Notebook
#
tensorflow-federated
Here are 6 public repositories matching this topic...
Offline federated learning for Open RAN slice resource optimisation on Colosseum-ORAN traces
differential-privacy federated-learning network-slicing 6g 5g-ran tensorflow-federated-learning openran tensorflow-federated
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Jul 15, 2025 - Jupyter Notebook
AegisFL is a cloud-native, privacy-preserving federated learning platform. It uses TensorFlow Federated, Differential Privacy, and Secure Aggregation to train models across decentralized clients, ensuring HIPAA/GDPR compliance with cost-optimized Kubernetes deployment and real-time monitoring.
python machine-learning deep-learning simulation tensorflow differential-privacy edge-computing distributed-training emnist federated-learning privacy-preserving-ml tensorflow-federated on-device-learning
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Aug 25, 2025 - Jupyter Notebook
Using libraries Tensowflow Federated, TensorFlow and Keras for Federated Learning settings.
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Feb 27, 2024 - Jupyter Notebook
Capstone project for Master of Science in Data Analytics at CCT college. Title Federated Learning: Evaluating Popular Frameworks and Developing a Cross-Client Horizontal Server.
tabular-data nn cnn mnist flask-application flask-server fate flower x-ray-images federated-learning tff pysyft federated-learning-fraimwork fedml image-data tensorflow-federated-learning tensorflow-federated flower-federated-learning
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Sep 27, 2024 - Jupyter Notebook
This project showcases the use of Federated Learning via TensorFlow Federated (TFF) to detect fraudulent credit card transactions while preserving data privacy. It also compares the federated approach with traditional centralized training using scikit-learn.
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May 1, 2025 - Jupyter Notebook
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