scaleoutsystems / fedn

Related projects ⓘ

Alternatives and complementary repositories for fedn

• microsoft / msrflute
  Federated Learning Utilities and Tools for Experimentation
  ☆185Updated 9 months ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆213Updated last year
• IBM / federated-learning-lib
  A library for federated learning (a distributed machine learning process) in an enterprise environment.
  ☆499Updated 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…
  ☆249Updated 2 months ago
• google / fedjax
  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
  ☆252Updated 2 months 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…
  ☆203Updated 4 months ago
• gkaissis / PriMIA
  PriMIA: Privacy-preserving Medical Image Analysis
  ☆129Updated last year
• apple / ml-flair
  A large labelled image dataset for benchmarking in federated learning
  ☆90Updated 8 months ago
• SymbioticLab / FedScale
  FedScale is a scalable and extensible open-source federated learning (FL) platform.
  ☆387Updated 10 months ago
• LabeliaLabs / distributed-learning-contributivity
  Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…
  ☆57Updated last year
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆92Updated 3 years ago
• Xtra-Computing / FedTree
  A tree-based federated learning system (MLSys 2023)
  ☆143Updated last year
• NVIDIA / clara-train-examples
  Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models
  ☆125Updated 6 months ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆284Updated last year
• poga / awesome-federated-learning
  resources about federated learning and privacy in machine learning
  ☆525Updated 4 months ago
• mc2-project / federated-xgboost
  Federated gradient boosted decision tree learning
  ☆68Updated last year
• JonasGeiping / breaching
  Breaching privacy in federated learning scenarios for vision and text
  ☆269Updated 6 months ago
• APPFL / APPFL
  Advanced Privacy-Preserving Federated Learning framework
  ☆79Updated this week
• okazaki0 / pyfed
  PyFed generic framework of benchmark for Federated Learning
  ☆11Updated 3 years ago
• mc2-project / secure-xgboost
  Secure collaborative training and inference for XGBoost.
  ☆105Updated 2 years ago
• google-research / federated
  A collection of Google research projects related to Federated Learning and Federated Analytics.
  ☆688Updated 3 months ago
• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆507Updated last month
• NVIDIA / NVFlare
  NVIDIA Federated Learning Application Runtime Environment
  ☆630Updated this week
• IBM / FedMA
  Code for Federated Learning with Matched Averaging, ICLR 2020.
  ☆331Updated 2 years ago
• DistributedML / Biscotti
  A ledger for private and secure peer to peer machine learning
  ☆104Updated last year
• alexjungaalto / FederatedLearning
  Material workbench for the master-level course CS-E4740 "Federated Learning"
  ☆97Updated last week
• OpenMined / PipelineDP
  PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…
  ☆275Updated 3 weeks ago
• HewlettPackard / swarm-learning
  A simplified library for decentralized, privacy preserving machine learning
  ☆332Updated this week