litian96 / FedProxLinks
Federated Optimization in Heterogeneous Networks (MLSys '20)
☆701Updated 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)☆611Updated last year
- On the Convergence of FedAvg on Non-IID Data☆270Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆304Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆805Updated 3 weeks ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆242Updated last year
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆179Updated 4 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆223Updated 5 years ago
- Leaf: A Benchmark for Federated Settings☆890Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆341Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,396Updated last year
- Handy PyTorch implementation of Federated Learning (for your painless research)☆459Updated last year
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 7 months ago
- A PyTorch Implementation of Federated Learning☆1,474Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆719Updated last year
- Implement FedAvg algorithm based on Tensorflow☆262Updated 4 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆648Updated last month
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆737Updated 5 months ago
- Code and data accompanying the FedGen paper☆254Updated last year
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆409Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆312Updated 2 years ago
- ☆180Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆164Updated 3 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆159Updated 4 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆290Updated 3 years ago
- Personalized federated learning codebase for research☆402Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆206Updated 3 years ago
- Plato: A Research Framework for Federated Learning☆383Updated last week
- Fair Resource Allocation in Federated Learning (ICLR '20)☆250Updated last year
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆174Updated 2 years ago