Alternatives and similar repositories for GFL

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

• open-intelligence / federated-learning-chinese
  ☆111Updated 4 years ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆153Updated last year
• tao-shen / Federated-Learning-FAQ
  ☆195Updated 11 months ago
• lx10077 / fedavgpy
  On the Convergence of FedAvg on Non-IID Data
  ☆266Updated 2 years ago
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆253Updated 4 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆303Updated 2 years ago
• sreyafrancis / BlockchainForFederatedLearning
  Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
  ☆190Updated 3 years ago
• shreyasnbhat / federated-learning
  A distributed fedrated learning system on the blockchain.
  ☆65Updated 6 years ago
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago
• FederatedAI / research
  ☆174Updated 9 months ago
• zyplanet / FederatedLearningUsingPysyft
  ☆72Updated last year
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆382Updated 4 months ago
• hanglearning / VBFL
  ☆77Updated last year
• felisat / clustered-federated-learning
  Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
  ☆174Updated 4 years ago
• ali-yaz / Privacy_Protected_Federated_Learning_on_Blockchain
  Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.
  ☆35Updated 6 years ago
• diogenes0319 / FedMD_clean
  FedMD: Heterogenous Federated Learning via Model Distillation
  ☆157Updated 4 years ago
• Zing22 / tf-fed-demo
  A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.
  ☆61Updated 4 years ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆240Updated last year
• ZeroWangZY / federated-learning
  Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
  ☆626Updated 4 years ago
• lxcnju / FedRepo
  ☆177Updated 2 years ago
• iammcy / BFLC-demo
  This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…
  ☆116Updated 3 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated last year
• Willjay5991 / federatedLearning-DP-my
  联邦学习分布式训练MNist数据集
  ☆59Updated 6 years ago
• iQua / flsim
  A simulation framework for Federated Learning written in PyTorch
  ☆207Updated 3 years ago
• morningD / GrouProx
  FedGroup, A Clustered Federated Learning framework based on Tensorflow
  ☆41Updated 3 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆605Updated last year
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆252Updated 9 months ago
• thothsun / federated-learning-blockchain-web
  Federated Learning Blockchain Web Demo
  ☆52Updated 2 years ago
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆28Updated 4 years ago
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆62Updated last year