bfortuner / pytorch-federated-learning

Related projects: ⓘ

• mynameisfiber / baton
  distributed federated learning for pytorch
  ☆15Updated 6 years ago
• lee-man / federated-learning
  Related material on Federated Learning
  ☆27Updated 4 years ago
• timmers / awesome-federated-learning
  A curated list of resources dedicated to federated learning.
  ☆101Updated 2 years ago
• mynameisvinn / federated-learning
  tf implementation of federated learning
  ☆40Updated 5 years ago
• gaborvecsei / Federated-Learning-Mini-Framework
  Federated Learning mini-framework with Keras
  ☆35Updated 4 years ago
• ebagdasa / federated_adaptation
  Salvaging Federated Learning by Local Adaptation
  ☆55Updated last month
• chaoyanghe / FedNAS
  FedNAS: Federated Deep Learning via Neural Architecture Search
  ☆50Updated 3 years ago
• florian / federated-learning
  ☆31Updated 6 years ago
• mkucz95 / encrypted_ai_finance
  Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
  ☆24Updated last year
• jiaweizzhao / signSGD-with-Majority-Vote
  ☆72Updated 5 years ago
• coMindOrg / federated-averaging-tutorials
  A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
  ☆180Updated 3 years ago
• roxanneluo / Federated-Learning
  ☆167Updated 6 years ago
• ShivamSRS / Federated-Pneumonia-Analysis
  Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.
  ☆33Updated 5 years ago
• zyplanet / FederatedLearningUsingPysyft
  ☆72Updated 11 months ago
• DeltaML / federated-learning-poc
  Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.
  ☆14Updated 2 years ago
• ZJU-DistributedAI / GalaxyDataset
  A modular evaluation metrics and a benchmark for large-scale federated learning
  ☆12Updated last month
• ebagdasa / differential-privacy-vs-fairness
  Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19
  ☆34Updated 3 years ago
• shaoxiongji / fed-att
  Attentive Federated Learning for Private NLM
  ☆60Updated last month
• IBM / probabilistic-federated-neural-matching
  Bayesian Nonparametric Federated Learning of Neural Networks
  ☆137Updated 5 years ago
• gingsmith / fmtl
  Federated Multi-Task Learning
  ☆129Updated 5 years ago
• Raymw / Federated-XGBoost
  Federated Learning on XGBoost
  ☆46Updated 4 years ago
• lingjuanlv / FPPDL
  code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
  ☆31Updated 2 years ago
• kamathhrishi / PATE
  Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…
  ☆41Updated 2 years ago
• jxbz / signSGD
  Code for the signSGD paper
  ☆79Updated 3 years ago
• bargavj / distributedMachineLearning
  This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.
  ☆26Updated 3 years ago
• yw3xs / PPDL
  privacy preserving deep learning
  ☆15Updated 7 years ago
• yonetaniryo / federated_learning_pytorch
  Simplified implementation of federated learning in PyTorch
  ☆27Updated 3 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆93Updated 3 years ago
• liuying350169 / FLSurvey
  ☆22Updated 5 years ago
• TTitcombe / NoPeekNN
  PyTorch implementation of NoPeekNN
  ☆14Updated 4 years ago