ki-ljl / FedProx-PyTorchLinks
PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
☆114Updated 3 years ago
Alternatives and similar repositories for FedProx-PyTorch
Users that are interested in FedProx-PyTorch are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆90Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆150Updated last year
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆80Updated 3 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆77Updated last month
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- ☆183Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflow☆266Updated 5 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆175Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆185Updated 4 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆79Updated 5 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Updated 3 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Updated 3 years ago
- PyTorch Federated Learning (easy to use and extend)☆296Updated 2 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆300Updated 3 years ago
- Code and data accompanying the FedGen paper☆258Updated last year
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆167Updated last year
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 3 years ago
- fully ready experiments☆38Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆133Updated 2 years ago
- Accenture Labs Federated Learning☆106Updated last year
- Similarity Guided Model Aggregation for Federated Learning☆26Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆275Updated 3 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆96Updated 2 years ago
- Releasing the source code Version1.☆179Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆71Updated last year
- Decentralized federated learning of deep neural networks on non-iid data☆45Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Updated 5 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆27Updated last year