Alternatives and similar repositories for awesome-federated-learning

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

• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆479Updated 2 years ago
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆539Updated last year
• roxanneluo / Federated-Learning
  ☆169Updated 7 years ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆220Updated 2 years ago
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆341Updated 3 years ago
• steven7woo / Accuracy-First-Differential-Privacy
  Code for NIPS'2017 paper
  ☆51Updated 5 years ago
• haiphanNJIT / PrivateDeepLearning
  Differential Privacy Preservation in Deep Learning under Model Attacks
  ☆135Updated 4 years ago
• IBM / probabilistic-federated-neural-matching
  Bayesian Nonparametric Federated Learning of Neural Networks
  ☆146Updated 6 years ago
• coMindOrg / federated-averaging-tutorials
  A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
  ☆182Updated 4 years ago
• gingsmith / fmtl
  Federated Multi-Task Learning
  ☆131Updated 7 years ago
• mynameisvinn / federated-learning
  tf implementation of federated learning
  ☆42Updated 6 years ago
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆382Updated 8 months ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆96Updated 4 years ago
• lee-man / federated-learning
  Related material on Federated Learning
  ☆26Updated 5 years ago
• zyplanet / FederatedLearningUsingPysyft
  ☆72Updated 2 years ago
• Raymw / Federated-XGBoost
  Federated Learning on XGBoost
  ☆46Updated 6 years ago
• tanjuntao / VFL_paper_list
  vertical federated learning paper lists
  ☆77Updated 4 years ago
• litian96 / fair_flearn
  Fair Resource Allocation in Federated Learning (ICLR '20)
  ☆250Updated last year
• ebagdasa / federated_adaptation
  Salvaging Federated Learning by Local Adaptation
  ☆56Updated last year
• inspire-group / ModelPoisoning
  Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
  ☆151Updated 3 years ago
• GalaxyLearning / GFL
  Galaxy Federated Learning Framework （星际联邦学习框架）
  ☆254Updated 2 years ago
• ebagdasa / backdoor_federated_learning
  Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
  ☆307Updated last year
• ebagdasa / pytorch-privacy
  simple Differential Privacy in PyTorch
  ☆48Updated 5 years ago
• open-intelligence / federated-learning-chinese
  ☆109Updated 4 years ago
• yuxiangw / autodp
  autodp: A flexible and easy-to-use package for differential privacy
  ☆275Updated last year
• menisadi / awesome-differential-privacy
  list of differential-privacy related resources
  ☆317Updated 10 months ago
• Billy1900 / Awesome-Differential-Privacy
  Differential private machine learning
  ☆195Updated 3 years ago
• bargavj / EvaluatingDPML
  This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
  ☆135Updated 2 years ago
• mkucz95 / encrypted_ai_finance
  Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
  ☆23Updated 2 years ago
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆521Updated 2 months ago