Alternatives and similar repositories for kubeFlower

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

• securefederatedai / openfl
  An Open Framework for Federated Learning.
  ☆791Updated 2 weeks ago
• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆762Updated this week
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆509Updated 2 months ago
• cisco-open / flame
  flame is a federated learning system for edge with flexibility and scalability at the core of its design.
  ☆59Updated last week
• facebookresearch / FLSim
  Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…
  ☆260Updated 10 months ago
• p2pfl / p2pfl
  P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…
  ☆108Updated this week
• litian96 / FedProx
  Federated Optimization in Heterogeneous Networks (MLSys '20)
  ☆686Updated 2 years ago
• Minki-Kim95 / Federated-Learning-and-Split-Learning-with-raspberry-pi
  SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
  ☆110Updated 4 years ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆725Updated last month
• scaleoutsystems / fedn
  An enterprise-ready and vendor-agnostic federated learning platform.
  ☆158Updated last week
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆79Updated 2 years ago
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆190Updated last year
• diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
  [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
  ☆169Updated 2 years ago
• owkin / FLamby
  Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…
  ☆217Updated last year
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆136Updated last week
• andreas-grafberger / fedless
  Source code for the paper "FedLess: Secure and Scalable Federated Learning Using Serverless Computing" (IEEE BigData 2021)
  ☆15Updated 3 years ago
• bt-s / Split-Learning-and-Federated-Learning
  Investigating Split Learning and Federate Learning
  ☆84Updated 5 years ago
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆398Updated last year
• CharlieDinh / FEDL_pytorch
  This repository implements FEDL using pytorch
  ☆55Updated 4 years ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆298Updated last year
• AIoT-MLSys-Lab / FedAIoT
  [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
  ☆56Updated 10 months ago
• LuminLiu / HierFL
  Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning
  ☆129Updated 5 years ago
• TalwalkarLab / leaf
  Leaf: A Benchmark for Federated Settings
  ☆887Updated 2 years ago
• katulu-io / fl-suite
  Federated Learning Suite
  ☆20Updated last year
• tushar-semwal / awesome-federated-computing
  A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
  ☆475Updated last year
• AshwinRJ / Federated-Learning-PyTorch
  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
  ☆1,361Updated last year
• vaseline555 / Federated-Learning-in-PyTorch
  Handy PyTorch implementation of Federated Learning (for your painless research)
  ☆447Updated last year
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆140Updated this week
• CharlieDinh / pFedMe
  Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
  ☆297Updated 3 years ago
• r-gg / flower-async
  Implementation of asynchronous federated learning in flower.
  ☆16Updated 11 months ago