gachon-CCLab / FedOpsLinks
☆17Updated 3 weeks ago
Alternatives and similar repositories for FedOps
Users that are interested in FedOps are comparing it to the libraries listed below
Sorting:
- ☆30Updated 3 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆464Updated 2 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆24Updated 4 years ago
- ☆25Updated 4 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆719Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆53Updated 3 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆179Updated 2 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆266Updated last year
- ☆164Updated 3 years ago
- Four Federated learning datasets for Human Activity Recognition☆57Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆309Updated 3 years ago
- Code and data accompanying the FedGen paper☆258Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Updated last year
- A curated repository for various papers in the domain of split learning.☆55Updated last year
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆96Updated 3 years ago
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Updated last year
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Updated 4 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Updated 2 years ago
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Updated last year
- Leaf: A Benchmark for Federated Settings☆898Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆65Updated last year
- Federated Learning Based Dynamic Regularization☆18Updated 4 years ago
- ☆48Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Updated 5 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆409Updated 2 years ago
- Pytorch implementations of some general federated optimization methods.☆52Updated last year
- Federated Learning for Artificial Intelligence and Machine Learning☆17Updated 4 months ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆131Updated 4 years ago
- Personalized federated learning codebase for research☆411Updated 2 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Updated 3 years ago