Alternatives and similar repositories for pytorch-federated-learning:

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

• lee-man / federated-learning
  Related material on Federated Learning
  ☆26Updated 4 years ago
• mynameisfiber / baton
  distributed federated learning for pytorch
  ☆15Updated 7 years ago
• timmers / awesome-federated-learning
  A curated list of resources dedicated to federated learning.
  ☆104Updated 3 years ago
• mynameisvinn / federated-learning
  tf implementation of federated learning
  ☆41Updated 5 years ago
• ebagdasa / federated_adaptation
  Salvaging Federated Learning by Local Adaptation
  ☆56Updated 7 months ago
• gingsmith / fmtl
  Federated Multi-Task Learning
  ☆129Updated 6 years ago
• gaborvecsei / Federated-Learning-Mini-Framework
  Federated Learning mini-framework with Keras
  ☆35Updated 5 years ago
• yw3xs / PPDL
  privacy preserving deep learning
  ☆15Updated 7 years ago
• chaoyanghe / FedNAS
  FedNAS: Federated Deep Learning via Neural Architecture Search
  ☆54Updated 3 years ago
• jxbz / signSGD
  Code for the signSGD paper
  ☆82Updated 4 years ago
• coMindOrg / federated-averaging-tutorials
  A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
  ☆182Updated 3 years ago
• kamathhrishi / PATE
  Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…
  ☆43Updated 3 years ago
• lingjuanlv / FPPDL
  code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
  ☆31Updated 2 years ago
• jiaweizzhao / signSGD-with-Majority-Vote
  ☆74Updated 5 years ago
• haiphanNJIT / PrivateDeepLearning
  Differential Privacy Preservation in Deep Learning under Model Attacks
  ☆133Updated 3 years ago
• ChrisWaites / pyvacy
  Differentially Private Optimization for PyTorch 👁🙅‍♀️
  ☆184Updated 4 years ago
• IBM / probabilistic-federated-neural-matching
  Bayesian Nonparametric Federated Learning of Neural Networks
  ☆144Updated 5 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆93Updated 4 years ago
• florian / federated-learning
  ☆31Updated 6 years ago
• ebagdasa / differential-privacy-vs-fairness
  Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19
  ☆34Updated 3 years ago
• bargavj / distributedMachineLearning
  This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.
  ☆26Updated 4 years ago
• TTitcombe / NoPeekNN
  PyTorch implementation of NoPeekNN
  ☆16Updated 4 years ago
• Lory94 / dp-GAN
  Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data
  ☆33Updated 6 years ago
• FedML-AI / FedCV
  FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
  ☆66Updated 8 months ago
• steven7woo / Accuracy-First-Differential-Privacy
  Code for NIPS'2017 paper
  ☆50Updated 4 years ago
• shaoxiongji / fed-att
  Attentive Federated Learning for Private NLM
  ☆61Updated 7 months 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
  ☆73Updated last year
• illidanlab / dpgan
  Source code of paper "Differentially Private Generative Adversarial Network"
  ☆69Updated 6 years ago
• liuying350169 / FLSurvey
  ☆22Updated 5 years ago