Alternatives and similar repositories for MNIST-Federated

Users that are interested in MNIST-Federated are comparing it to the libraries listed below

• c-gabri / Federated-Learning-PyTorch
  PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…
  ☆79Updated 3 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆313Updated 2 years ago
• Gharibim / federated_learning_course
  Federated Learning Course Materials
  ☆64Updated 4 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆461Updated 2 years ago
• yjlee22 / FedShare
  PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
  ☆122Updated 3 years ago
• ayushm-agrawal / Federated-Learning-Implementations
  This repository contains all the implementation of different papers on Federated Learning
  ☆42Updated 5 years ago
• Xtra-Computing / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆293Updated 3 years ago
• FederatedAI / research
  ☆177Updated last year
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆300Updated 2 years ago
• eceisik / ece_fl_public
  ☆54Updated 3 years ago
• KarhouTam / SCAFFOLD-PyTorch
  Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
  ☆73Updated 2 years ago
• sreyafrancis / BlockchainForFederatedLearning
  Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
  ☆193Updated 4 years ago
• wenzhu23333 / Differential-Privacy-Based-Federated-Learning
  Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…
  ☆413Updated last year
• santteegt / fl-algorithms
  Repository containing notebooks that implement different Federated Learning algorithms using PyTorch
  ☆12Updated 4 years ago
• vivekkhimani / federated_learning_pysyft
  A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…
  ☆13Updated last year
• MMorafah / FedZoo-Bench
  FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms
  ☆18Updated 9 months ago
• jafermarq / FlowerMonthly
  Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.
  ☆14Updated last year
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆256Updated last year
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆306Updated 3 years ago
• ki-ljl / FedProx-PyTorch
  PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
  ☆113Updated 3 years ago
• MLOPTPSU / FedTorch
  FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
  ☆192Updated 8 months ago
• abdkhanstd / COVID-19
  Wuhan Corona (COVID-19) patients dataset
  ☆38Updated 4 months ago
• pliang279 / LG-FedAvg
  [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
  ☆242Updated last year
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆67Updated 4 years ago
• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆76Updated 10 months ago
• bt-s / Split-Learning-and-Federated-Learning
  Investigating Split Learning and Federate Learning
  ☆86Updated 5 years ago
• TsingZ0 / FL-IoT
  This is a platform containing the datasets and federated learning algorithms in IoT environments.
  ☆68Updated last year
• mukul-rathi / personalised-federated-learning
  Principles of ML Systems Project
  ☆26Updated 4 years ago
• PR-Desai2226 / Credit-card-fraud-detection-using-Federated-Learning-and-Split-Learning
  Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch
  ☆19Updated 4 years ago
• chamathpali / FedSim
  Similarity Guided Model Aggregation for Federated Learning
  ☆25Updated 3 years ago