Alternatives and similar repositories for FedKit

Users that are interested in FedKit are comparing it to the libraries listed below

• AIoT-MLSys-Lab / FedAIoT
  [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
  ☆58Updated last year
• aidecentralized / awesome-split-learning
  A curated repository for various papers in the domain of split learning.
  ☆54Updated last year
• lishenghui / awesome-fm-fl
  ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
  ☆137Updated this week
• ziyaow1010 / FederatedLLM
  ☆95Updated 10 months ago
• FederatedAI / FATE-LLM
  Federated Learning for LLMs.
  ☆235Updated last week
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆152Updated 2 months ago
• BerivanIsik / sparse-random-networks
  Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…
  ☆29Updated 2 years ago
• c-gabri / Federated-Learning-PyTorch
  PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…
  ☆78Updated 3 years ago
• PKU-Chengxu / FLASH
  ☆47Updated 3 years ago
• FederatedLearningAalto / FederatedLearningAalto.github.io
  Course site for CS-E4740 Federated Learning
  ☆14Updated 2 months ago
• CERT-Lab / fedex-lora
  (ACL 2025 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models
  ☆27Updated 3 weeks ago
• jafermarq / FlowerMonthly
  Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.
  ☆14Updated last year
• yyyanbj / awesome-asynchronous-federated-learning
  📦 Collect some Asynchronous Federated Learning papers.
  ☆117Updated last year
• APPFL / FedCompass
  [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler
  ☆17Updated last year
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆456Updated last year
• LuckMonkeys / arxiv-daily
  🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)
  ☆42Updated last week
• mukul-rathi / personalised-federated-learning
  Principles of ML Systems Project
  ☆26Updated 4 years ago
• usc-sail / fed-multimodal
  [KDD 2023] FedMultimodal
  ☆119Updated 5 months ago
• AIoT-MLSys-Lab / FedRolex
  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…
  ☆64Updated last year
• promotionqw / dfl-working-group
  DFL working group
  ☆32Updated last year
• edvinli / federated-learning-mixture
  Federated learning using a mixture of experts
  ☆17Updated 4 years ago
• ahmedcs / REFL
  Resource Efficient Federated Learning
  ☆24Updated 2 years ago
• CharlieDinh / FedU_FMTL
  This repo implements FedU, a multitask learning framework for federated learning
  ☆29Updated 5 months ago
• 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
• CERT-Lab / fed-sb
  Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
  ☆23Updated 3 weeks ago
• naderAsadi / FedAvg
  Simple implementation of FedAvg, a Federated Learning algorithm.
  ☆32Updated 2 years ago
• apple / ml-flair
  A large labelled image dataset for benchmarking in federated learning
  ☆102Updated last year
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆70Updated last year
• git-disl / scale-fl
  Code for ScaleFL
  ☆30Updated 2 years ago
• bibikar / feddst
  Federated Dynamic Sparse Training
  ☆32Updated 3 years ago