Alternatives and similar repositories for flower

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

• FedML-AI / FedML
  FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …
  ☆3,992Updated last month
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,411Updated last year
• innovation-cat / Awesome-Federated-Machine-Learning
  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
  ☆2,042Updated last year
• alibaba / FederatedScope
  An easy-to-use federated learning platform
  ☆1,493Updated last year
• chaoyanghe / Awesome-Federated-Learning
  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
  ☆1,996Updated 3 years ago
• shaoxiongji / federated-learning
  A PyTorch Implementation of Federated Learning
  ☆1,490Updated last year
• securefederatedai / openfederatedlearning
  An Open Framework for Federated Learning.
  ☆821Updated 3 weeks ago
• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆849Updated this week
• TsingZ0 / PFLlib
  Master Federated Learning in 2 Hours—Run It on Your PC!
  ☆2,028Updated 3 weeks ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆895Updated 2 years ago
• meta-pytorch / opacus
  Training PyTorch models with differential privacy
  ☆1,891Updated last month
• youngfish42 / Awesome-FL
  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
  ☆1,901Updated 2 months ago
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆812Updated 2 months ago
• google-parfait / tensorflow-federated
  An open-source framework for machine learning and other computations on decentralized data.
  ☆2,412Updated last week
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆740Updated 6 months ago
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆523Updated 3 months ago
• weimingwill / awesome-federated-learning
  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
  ☆725Updated last month
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆708Updated 2 years ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆659Updated 3 weeks ago
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆461Updated 2 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆610Updated last year
• scaleoutsystems / fedn
  An enterprise-ready and vendor-agnostic federated learning platform.
  ☆165Updated last week
• lokinko / Federated-Learning
  联邦学习
  ☆1,143Updated 2 years ago
• OpenMined / PySyft
  Perform data science on data that remains in someone else's server
  ☆9,830Updated 5 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…
  ☆265Updated last year
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆410Updated 2 years ago
• bioint / MetisFL
  The first open Federated Learning framework implemented in C++ and Python.
  ☆522Updated last year
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆156Updated 2 weeks ago
• FederatedAI / Practicing-Federated-Learning
  ☆884Updated last year
• facebookresearch / CrypTen
  A framework for Privacy Preserving Machine Learning
  ☆1,633Updated last year