scaleoutsystems / fednLinks
An enterprise-ready and vendor-agnostic federated learning platform.
☆166Updated 3 weeks ago
Alternatives and similar repositories for fedn
Users that are interested in fedn are comparing it to the libraries listed below
Sorting:
- Federated Learning Utilities and Tools for Experimentation☆193Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆266Updated last year
- An Open Framework for Federated Learning.☆823Updated last week
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆524Updated 3 months ago
- PriMIA: Privacy-preserving Medical Image Analysis☆137Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆267Updated 5 months ago
- Privacy Preserving Vertical Federated Learning☆221Updated 2 years ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆225Updated last year
- NVIDIA Federated Learning Application Runtime Environment☆859Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆741Updated 6 months ago
- A large labelled image dataset for benchmarking in federated learning☆102Updated last year
- A simplified library for decentralized, privacy preserving machine learning☆351Updated 3 weeks ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆165Updated last week
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆35Updated 7 months ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Updated 2 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆410Updated 2 years ago
- resources about federated learning and privacy in machine learning☆543Updated last year
- Breaching privacy in federated learning scenarios for vision and text☆310Updated 4 months ago
- Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)☆415Updated 3 months ago
- Leaf: A Benchmark for Federated Settings☆895Updated 2 years ago
- Advanced Privacy-Preserving Federated Learning framework☆158Updated this week
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆84Updated 2 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆543Updated 2 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆480Updated 2 years ago
- Simulation framework for accelerating research in Private Federated Learning☆347Updated 2 months ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆691Updated 8 months ago
- ☆24Updated last year
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆59Updated 7 months ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆461Updated 2 years ago