Alternatives and similar repositories for pfl-research

Users that are interested in pfl-research are comparing it to the libraries listed below

• apple / ml-flair
  A large labelled image dataset for benchmarking in federated learning
  ☆97Updated last year
• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆190Updated last year
• 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
• google / fedjax
  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
  ☆265Updated last month
• epfml / disco
  DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning …
  ☆166Updated last week
• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆762Updated this week
• scaleoutsystems / fedn
  An enterprise-ready and vendor-agnostic federated learning platform.
  ☆158Updated this week
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆136Updated last week
• microsoft / DPSDA
  Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]
  ☆99Updated this week
• unlearning-challenge / starting-kit
  Starting kit for the NeurIPS 2023 unlearning challenge
  ☆378Updated last year
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆140Updated this week
• microsoft / dp-transformers
  Differentially-private transformers using HuggingFace and Opacus
  ☆140Updated 10 months ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆725Updated last month
• pyember / ember
  ☆188Updated 3 weeks ago
• Koukyosyumei / AIJack
  Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
  ☆394Updated last month
• lxuechen / private-transformers
  A codebase that makes differentially private training of transformers easy.
  ☆175Updated 2 years ago
• securefederatedai / openfl
  An Open Framework for Federated Learning.
  ☆791Updated 2 weeks ago
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆509Updated 2 months ago
• google-deepmind / mishax
  ☆134Updated 3 months ago
• allenai / fm-cheatsheet
  Website for hosting the Open Foundation Models Cheat Sheet.
  ☆267Updated 2 months ago
• google-deepmind / jax_privacy
  Algorithms for Privacy-Preserving Machine Learning in JAX
  ☆95Updated this week
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆398Updated last year
• bioint / MetisFL
  The first open Federated Learning framework implemented in C++ and Python.
  ☆522Updated last year
• JonasGeiping / breaching
  Breaching privacy in federated learning scenarios for vision and text
  ☆297Updated last year
• FedCampus / FedKit
  Mobile Federated Learning development kit for FedCampus
  ☆17Updated last year
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆256Updated last year
• OpenMined / 30DaysOfFLCode
  Official Repo for the 30DaysOfFLCode Challenge Initiative
  ☆74Updated 6 months ago
• FederatedAI / FATE-LLM
  Federated Learning for LLMs.
  ☆223Updated 7 months ago
• JayZhang42 / FederatedGPT-Shepherd
  Shepherd: A foundational framework enabling federated instruction tuning for large language models
  ☆237Updated 2 years ago
• Xtra-Computing / FeT
  Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy ide…
  ☆38Updated 7 months ago