Alternatives and similar repositories for FederatedLearning

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

• Gharibim / federated_learning_course
  Federated Learning Course Materials
  ☆65Updated 4 years ago
• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆100Updated 2 years ago
• owkin / FLamby
  Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…
  ☆227Updated last year
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆743Updated 7 months ago
• OpenMined / 30DaysOfFLCode
  Official Repo for the 30DaysOfFLCode Challenge Initiative
  ☆75Updated 5 months ago
• warisgill / TraceFL
  TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…
  ☆10Updated last year
• p2pfl / p2pfl
  P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…
  ☆141Updated 3 weeks ago
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆525Updated 4 months 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…
  ☆266Updated last year
• mukul-rathi / personalised-federated-learning
  Principles of ML Systems Project
  ☆26Updated 4 years ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆464Updated 2 years ago
• scaleoutsystems / fedn
  An enterprise-ready and vendor-agnostic federated learning platform.
  ☆166Updated last month
• Sapienza-University-Rome / FedArtML
  Federated Learning for Artificial Intelligence and Machine Learning
  ☆17Updated 4 months ago
• mtuann / federated-learning-updated-papers
  Papers related to Federated Learning in all top venues
  ☆60Updated last week
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆165Updated this week
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆314Updated 3 weeks ago
• JonasGeiping / breaching
  Breaching privacy in federated learning scenarios for vision and text
  ☆312Updated this week
• PratikGarai / MNIST-Federated
  Experiments on MNIST dataset and federated training using Flower framework
  ☆41Updated last week
• 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…
  ☆39Updated 6 years ago
• privacytrustlab / ml_privacy_meter
  Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
  ☆697Updated 9 months ago
• jafermarq / FlowerMonthly
  Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.
  ☆14Updated last year
• data-science-lover / flower-homomorphic_encryption
  ☆18Updated 2 years ago
• apple / ml-flair
  A large labelled image dataset for benchmarking in federated learning
  ☆103Updated last year
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆222Updated 2 years ago
• bacu79 / Federated-Learning-meets-Homomorphic-Encryption
  Homomorphic Encryption and Federated Learning based Privacy-Preserving
  ☆73Updated 2 years ago
• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆352Updated last month
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆730Updated 2 months ago
• MLOPTPSU / FedTorch
  FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
  ☆193Updated 9 months ago
• stijani / tutorial
  Contains codes for my published tutorials
  ☆31Updated 2 years ago
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆84Updated 2 years ago