litian96 / FedProxLinks
Federated Optimization in Heterogeneous Networks (MLSys '20)
☆693Updated 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)☆609Updated last year
- On the Convergence of FedAvg on Non-IID Data☆267Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆787Updated last year
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆299Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆887Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆218Updated 4 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆630Updated last week
- A PyTorch Implementation of Federated Learning☆1,438Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,375Updated last year
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆175Updated 4 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆449Updated last year
- Implement FedAvg algorithm based on Tensorflow☆256Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆708Updated 10 months ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆192Updated 5 months ago
- Code and data accompanying the FedGen paper☆251Updated 10 months ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆399Updated 10 months ago
- ☆177Updated 2 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆288Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆732Updated 3 months ago
- Personalized federated learning codebase for research☆394Updated last year
- Simulate a federated setting and run differentially private federated learning.☆381Updated 6 months ago
- A simulation framework for Federated Learning written in PyTorch☆208Updated 3 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆158Updated 4 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆87Updated last year
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆260Updated 2 years ago