yjlee22 / FedShareView external linksLinks
PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
☆122Jul 1, 2022Updated 3 years ago
Alternatives and similar repositories for FedShare
Users that are interested in FedShare are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Oct 21, 2020Updated 5 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆612Feb 26, 2024Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆720Mar 24, 2023Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Nov 7, 2022Updated 3 years ago
- ☆33May 14, 2022Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,427May 7, 2024Updated last year
- A PyTorch Implementation of Federated Learning☆1,501Jul 25, 2024Updated last year
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Jul 25, 2022Updated 3 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆114Jun 28, 2022Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆274Dec 7, 2022Updated 3 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆271Nov 13, 2025Updated 3 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,062Jan 25, 2026Updated 3 weeks ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Feb 27, 2022Updated 3 years ago
- Reproduce Paper "Federated Learning with Non-IID Data"☆10May 3, 2021Updated 4 years ago
- Code and data accompanying the FedGen paper☆258Oct 31, 2024Updated last year
- ☆19Oct 24, 2021Updated 4 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆84Jul 12, 2022Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,063May 30, 2024Updated last year
- Decentralized federated learning of deep neural networks on non-iid data☆45Jun 9, 2022Updated 3 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Feb 24, 2023Updated 2 years ago
- CVPR 2022: FedCorr: Multi-Stage Federated Learning for Label Noise Correction☆38Mar 7, 2024Updated last year
- A powerful framework for decentralized federated learning with user-defined communication topology☆12Dec 14, 2021Updated 4 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated last year
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆86Feb 7, 2024Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆158Apr 30, 2022Updated 3 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆309Apr 18, 2022Updated 3 years ago
- ☆84Jan 6, 2022Updated 4 years ago
- Implementation of FedBary☆16Mar 24, 2025Updated 10 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆821Oct 20, 2025Updated 3 months ago
- ☆29Dec 23, 2023Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆742Jun 10, 2025Updated 8 months ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆464Nov 16, 2023Updated 2 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Jun 28, 2022Updated 3 years ago
- Simple implementation of FedAvg, a Federated Learning algorithm.☆34Oct 10, 2023Updated 2 years ago
- ☆13Dec 13, 2021Updated 4 years ago
- FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition (AAAI 2022)☆15Oct 8, 2022Updated 3 years ago