Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Leaf | 630 | a year ago | 29 | bsd-2-clause | Python | |||||
Leaf: A Benchmark for Federated Settings | ||||||||||
Fedprox | 465 | a year ago | 6 | mit | Python | |||||
Federated Optimization in Heterogeneous Networks (MLSys '20) | ||||||||||
Fedjax | 240 | 6 months ago | 17 | January 13, 2023 | 11 | apache-2.0 | Python | |||
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research. | ||||||||||
Fair_flearn | 121 | 3 years ago | 1 | mit | Python | |||||
Fair Resource Allocation in Federated Learning (ICLR '20) | ||||||||||
Federatedandroidtrainer | 117 | 6 years ago | 8 | mit | Java | |||||
See new version https://github.com/mccorby/PhotoLabeller | ||||||||||
Backdoor_federated_learning | 102 | 3 years ago | mit | Python | ||||||
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459) | ||||||||||
Fedreid | 84 | a year ago | 6 | mit | Python | |||||
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper) | ||||||||||
Fedma | 78 | 4 years ago | 2 | mit | Python | |||||
Code for Federated Learning with Matched Averaging, ICLR 2020. | ||||||||||
Pyvertical | 52 | 3 years ago | 18 | apache-2.0 | Python | |||||
Privacy Preserving Vertical Federated Learning | ||||||||||
Federatedlearningusingpysyft | 48 | a year ago | 4 | Python | ||||||