Alternatives and similar repositories for federated-learning

Users that are interested in federated-learning are comparing it to the libraries listed below

• roxanneluo / Federated-Learning
  ☆168Updated 8 years ago
• coMindOrg / federated-averaging-tutorials
  A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
  ☆183Updated 4 years ago
• gaborvecsei / Federated-Learning-Mini-Framework
  Federated Learning mini-framework with Keras
  ☆35Updated 6 years ago
• gingsmith / fmtl
  Federated Multi-Task Learning
  ☆131Updated 7 years ago
• timmers / awesome-federated-learning
  A curated list of resources dedicated to federated learning.
  ☆105Updated 3 years ago
• Raymw / Federated-XGBoost
  Federated Learning on XGBoost
  ☆46Updated 6 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆96Updated 5 years ago
• mynameisvinn / federated-learning
  tf implementation of federated learning
  ☆42Updated 6 years ago
• IBM / probabilistic-federated-neural-matching
  Bayesian Nonparametric Federated Learning of Neural Networks
  ☆146Updated 6 years ago
• congxie1108 / iclr2020_zeno_async
  Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD
  ☆14Updated 5 years ago
• mynameisfiber / baton
  distributed federated learning for pytorch
  ☆14Updated 7 years ago
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆385Updated 10 months ago
• lee-man / federated-learning
  Related material on Federated Learning
  ☆26Updated 5 years ago
• zyplanet / FederatedLearningUsingPysyft
  ☆72Updated 2 years ago
• shashigharti / federated-learning-on-raspberry-pi
  This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
  ☆119Updated 5 years ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆221Updated 2 years ago
• ebagdasa / federated_adaptation
  Salvaging Federated Learning by Local Adaptation
  ☆56Updated last year
• litian96 / fair_flearn
  Fair Resource Allocation in Federated Learning (ICLR '20)
  ☆253Updated 2 years ago
• DeltaML / federated-learning-poc
  Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.
  ☆14Updated this week
• ahmedfgad / FederatedLearning
  Federated Learning Demo in Python using Socket Programming
  ☆89Updated last year
• inspire-group / ModelPoisoning
  Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
  ☆152Updated 3 years ago
• SarodYatawatta / federated-pytorch-test
  Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
  ☆42Updated last year
• adesgautam / Fedlearn
  An implementation for a federated learning environment in python using Keras
  ☆24Updated 6 years ago
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆481Updated 2 years ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆545Updated last year
• andrelmfarias / Private-AI
  Repository with tutorials and applications of Private-AI algorithms with PySyft
  ☆73Updated 6 years ago
• crownpku / federated_shap
  Code for paper "Interpret Federated Learning with Shapley Values"
  ☆39Updated 6 years ago
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆67Updated 5 years ago
• ebagdasa / pytorch-privacy
  simple Differential Privacy in PyTorch
  ☆49Updated 5 years ago
• ebagdasa / backdoor_federated_learning
  Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
  ☆311Updated last year