Alternatives and similar repositories for Federated-Learning

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

• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆142Updated last week
• mukul-rathi / personalised-federated-learning
  Principles of ML Systems Project
  ☆26Updated 4 years ago
• Gharibim / federated_learning_course
  Federated Learning Course Materials
  ☆64Updated 4 years ago
• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆99Updated 2 years ago
• stijani / tutorial
  Contains codes for my published tutorials
  ☆31Updated 2 years ago
• warisgill / TraceFL
  TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…
  ☆10Updated 9 months ago
• PratikGarai / MNIST-Federated
  Experiments on MNIST dataset and federated training using Flower framework
  ☆39Updated last year
• thecrabsterchief / Federated-Learning-meets-Homomorphic-Encryption
  Homomorphic Encryption and Federated Learning based Privacy-Preserving
  ☆72Updated 2 years ago
• an4nt / Federated-Learning
  Implementation of a Federated Learning based CNN model
  ☆18Updated 5 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆307Updated 2 years ago
• ivishalanand / Federated-Learning-on-Hospital-Data
  A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…
  ☆40Updated 5 years ago
• nizar-masmoudi / decentralized-federated-learning
  A decentralised federated learning simulator
  ☆13Updated 10 months ago
• eceisik / ARFED
  Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination
  ☆24Updated 2 years ago
• p2pfl / p2pfl
  P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…
  ☆113Updated 2 weeks ago
• mtuann / federated-learning-updated-papers
  Papers related to Federated Learning in all top venues
  ☆41Updated this week
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆731Updated 2 months ago
• git-disl / DataPoisoning_FL
  Code for Data Poisoning Attacks Against Federated Learning Systems
  ☆200Updated 4 years ago
• FedCampus / FedKit
  Mobile Federated Learning development kit for FedCampus
  ☆17Updated last year
• c-gabri / Federated-Learning-PyTorch
  PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…
  ☆77Updated 3 years ago
• youpengl / FedCHAR
  [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition
  ☆30Updated last year
• 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
  ☆18Updated 3 years ago
• yjlee22 / byzantineFL
  PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance
  ☆34Updated 10 months ago
• FederatedAI / research
  ☆174Updated 10 months ago
• AIoT-MLSys-Lab / FedAIoT
  [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
  ☆58Updated last year
• OpenMined / 30DaysOfFLCode
  Official Repo for the 30DaysOfFLCode Challenge Initiative
  ☆74Updated last week
• Minki-Kim95 / Federated-Learning-and-Split-Learning-with-raspberry-pi
  SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
  ☆111Updated 4 years ago
• bt-s / Split-Learning-and-Federated-Learning
  Investigating Split Learning and Federate Learning
  ☆84Updated 5 years ago
• eceisik / ece_fl_public
  ☆54Updated 3 years ago
• yjlee22 / FedShare
  PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
  ☆123Updated 3 years ago
• facebookresearch / FLSim
  Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…
  ☆261Updated last year