Alternatives and similar repositories for SLPerf

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

• TailinZhou / FedFA
  The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …
  ☆19Updated last year
• MehdiSet / PerFedMask
  ☆17Updated 2 years ago
• AIoT-MLSys-Lab / FedRolex
  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…
  ☆63Updated 10 months ago
• git-disl / scale-fl
  Code for ScaleFL
  ☆30Updated 2 years ago
• shaojiawei07 / Selective-FD
  ☆30Updated last year
• woodenchild95 / FL-Simulator
  Pytorch implementations of some general federated optimization methods.
  ☆41Updated 8 months ago
• bibikar / feddst
  Federated Dynamic Sparse Training
  ☆30Updated 3 years ago
• illidanlab / SplitMix
  [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
  ☆44Updated 2 years ago
• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆59Updated last year
• ZexiLee / ICCV-2023-FedETF
  The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…
  ☆25Updated last year
• guskarls / dfl-pens
  Decentralized federated learning of deep neural networks on non-iid data
  ☆45Updated 3 years ago
• zhenqincn / FedAPEN
  This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…
  ☆12Updated last year
• Carkham / FLHetBench
  (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning
  ☆17Updated last year
• melodi-lab / divfl
  Diverse Client Selection for Federated Learning via Submodular Maximization
  ☆31Updated 2 years ago
• AdamWei-boop / Federated-Learning-with-Model-Quantization
  Federated learning with model quantization
  ☆16Updated 3 years ago
• SamuelHorvath / FL-optimal-client-sampling
  ☆29Updated 2 years ago
• XiankeQiang / AdaptiveSplitFederatedLearning
  This is official code for ASFL.
  ☆15Updated 3 months ago
• LuckMonkeys / arxiv-daily
  🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)
  ☆35Updated this week
• AC-Amiya233 / FedRep
  ☆14Updated 3 years ago
• rong-dai / DisPFL
  [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
  ☆79Updated 2 years ago
• MingzhaoYang / FedDISC
  The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)
  ☆7Updated last year
• CGCL-codes / pFedSD
  The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".
  ☆28Updated 2 years ago
• vinuni-vishc / fedDCT
  FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks
  ☆41Updated last year
• guobbin / PFL-MoE
  Federated Learning - PyTorch
  ☆14Updated 4 years ago
• meng1103 / Federated-Learning-Non-IID
  Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn
  ☆26Updated 7 months ago
• ZexiLee / ICML-2023-FedLAW
  The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".
  ☆57Updated last year
• CharlieDinh / FedU_FMTL
  This repo implements FedU, a multitask learning framework for federated learning
  ☆28Updated last month
• leondada / FedRA
  ☆16Updated last year
• sjtudyq / FedConcat
  Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)
  ☆15Updated last year
• YuchenLiu-a / byzantine-gas
  Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".
  ☆14Updated 2 years ago