scaleoutsystems / fednLinks
An enterprise-ready and vendor-agnostic federated learning platform.
☆159Updated this week
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☆190Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆260Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆512Updated last month
- An Open Framework for Federated Learning.☆802Updated 2 weeks ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- PriMIA: Privacy-preserving Medical Image Analysis☆133Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆266Updated last month
- A large labelled image dataset for benchmarking in federated learning☆99Updated last year
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆30Updated 2 months ago
- NVIDIA Federated Learning Application Runtime Environment☆777Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆730Updated 2 months ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆218Updated last year
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Advanced Privacy-Preserving Federated Learning framework☆147Updated last week
- A simplified library for decentralized, privacy preserving machine learning☆348Updated 9 months ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆58Updated 2 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆142Updated last month
- Simulation framework for accelerating research in Private Federated Learning☆334Updated this week
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- autodp: A flexible and easy-to-use package for differential privacy☆274Updated last year
- Breaching privacy in federated learning scenarios for vision and text☆303Updated last week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆531Updated 11 months ago
- A tree-based federated learning system (MLSys 2023)☆149Updated 7 months ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆79Updated 2 years ago
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 years ago
- Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)☆404Updated 2 months ago
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆127Updated 2 weeks ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning …☆167Updated 2 weeks ago