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The Top 10 Federated Learning Open Source Projects

Open source projects categorized as Federated Learning
Categories > Federated Learning
Federated_survival_forests ⭐ 5
Federated Learning with Random Survival Forests.
most recent commit 8 months ago
Feddbl ⭐ 5
most recent commit 6 months ago
Fedl_pytorch ⭐ 5
This repository implements FEDL using pytorch
most recent commit 4 years ago
Secure Federated Learning ⭐ 5
Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.
most recent commit 7 months ago
Grokking Deep Learning Notebooks ⭐ 5
Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask
most recent commit 4 years ago
Feddebug ⭐ 5
FedDebug is a novel testing and debugging technique that localizes faulty clients in Federated Learning.
most recent commit a year ago
Al Based Fl For Multi Task Disaster Detection Model ⭐ 5
We design a multi-task model for joint disaster classification and victim detection. We train the model using both the Centralized Learning (CL) and Federated Learning (FL) methods. We also tried Active Learning (AL) to see how it could help in reducing the labeling workload for disaster dataset. Lastly, we optimized the model using OpenVINO.
most recent commit 9 months ago
Fedsim ⭐ 5
A generic Federated Learning simulator!
total releases 24most recent commit 2 years ago
Fedcls ⭐ 5
[ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)
most recent commit a year ago
Fedavg ⭐ 5
Simple implementation of FedAvg, a Federated Learning algorithm.
most recent commit 9 months ago
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