litian96 / FedProxLinks
Federated Optimization in Heterogeneous Networks (MLSys '20)
☆708Updated 2 years ago
Alternatives and similar repositories for FedProx
Users that are interested in FedProx are comparing it to the libraries listed below
Sorting:
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆610Updated last year
- On the Convergence of FedAvg on Non-IID Data☆273Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆812Updated 2 months ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Updated 4 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆306Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆895Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆242Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,414Updated last year
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Updated 5 years ago
- A PyTorch Implementation of Federated Learning☆1,493Updated last year
- Handy PyTorch implementation of Federated Learning (for your painless research)☆461Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆181Updated 4 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆661Updated this week
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆725Updated last month
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 8 months ago
- Implement FedAvg algorithm based on Tensorflow☆264Updated 5 years ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 2 years ago
- Code and data accompanying the FedGen paper☆256Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- Model-Contrastive Federated Learning (CVPR 2021)☆294Updated 3 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆413Updated last year
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆165Updated 3 years ago
- Personalized federated learning codebase for research☆405Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆740Updated 6 months ago
- ☆182Updated 2 years ago
- An easy-to-use federated learning platform☆300Updated 2 years ago
- Plato: A Research Framework for Federated Learning☆388Updated 3 weeks ago
- PyTorch Federated Learning (easy to use and extend)☆294Updated last year
- A simulation framework for Federated Learning written in PyTorch☆207Updated 3 years ago