Alternatives and similar repositories for FLBenchmark-toolkit:

Users that are interested in FLBenchmark-toolkit are comparing it to the libraries listed below

• AmberLJC / FLsystem-paper
  Federated Learning Systems Paper List
  ☆70Updated last year
• Di-Chai / FedEval
  ☆42Updated 11 months ago
• Xtra-Computing / FedSim
  A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
  ☆26Updated 2 years ago
• shenzebang / Federated-Learning-Pytorch
  ☆40Updated last year
• krishnap25 / simplicial-fl
  Simplicial-FL to manage client device heterogeneity in Federated Learning
  ☆22Updated last year
• QinbinLi / FedKT
  Practical One-Shot Federated Learning for Cross-Silo Setting
  ☆42Updated 3 years ago
• facebookresearch / FL_partial_personalization
  Federated Learning with Partial Model Personalization
  ☆42Updated 2 years ago
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆68Updated 5 months ago
• s-huu / Ditto
  ☆54Updated 3 years ago
• FLAIR-THU / VFLAIR
  THU-AIR Vertical Federated Learning general, extensible and light-weight framework
  ☆92Updated 8 months ago
• Xtra-Computing / SOFF
  ☆19Updated last year
• omarfoq / knn-per
  Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)
  ☆43Updated last year
• kiddyboots216 / CommEfficient
  PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
  ☆75Updated 3 years ago
• llm-eff / FedPepTAO
  ☆32Updated last year
• AI-secure / CRFL
  CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)
  ☆71Updated 3 years ago
• fedl-repo / fedaux
  ☆28Updated 4 years ago
• SMILELab-FL / FedPETuning
  ☆62Updated last year
• AI-secure / DataLens
  [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…
  ☆37Updated 3 years ago
• illidanlab / SplitMix
  [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
  ☆42Updated last year
• JerryLife / FedOnce
  Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)
  ☆20Updated 3 years ago
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 2 years ago
• cuis15 / FCFL
  ☆20Updated 2 years ago
• guobbin / PFL-MoE
  Federated Learning - PyTorch
  ☆15Updated 3 years ago
• jeremy313 / Soteria
  Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"
  ☆55Updated last year
• wanglun1996 / secure-robust-federated-learning
  ☆54Updated 2 years ago
• pasquini-dario / SplitNN_FSHA
  Privacy attacks on Split Learning
  ☆38Updated 3 years ago
• desternylin / perfed
  ☆16Updated last year
• FederalLab / OpenFed
  A Comprehensive and Versatile Open-Source Federated Learning Framework
  ☆32Updated last year
• OscarcarLi / label-protection
  Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).
  ☆23Updated 3 years ago
• google-research / DP-FTRL
  DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.
  ☆28Updated this week