NVIDIA / NVFlareLinks
NVIDIA Federated Learning Application Runtime Environment
☆804Updated this week
Alternatives and similar repositories for NVFlare
Users that are interested in NVFlare are comparing it to the libraries listed below
Sorting:
- An Open Framework for Federated Learning.☆809Updated last week
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆519Updated 3 weeks ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆219Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆735Updated 4 months ago
- An enterprise-ready and vendor-agnostic federated learning platform.☆161Updated last week
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆263Updated last year
- Federated Learning Utilities and Tools for Experimentation☆191Updated last year
- A simplified library for decentralized, privacy preserving machine learning☆350Updated 11 months ago
- PriMIA: Privacy-preserving Medical Image Analysis☆136Updated 2 years ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆128Updated last year
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆59Updated 4 months ago
- Leaf: A Benchmark for Federated Settings☆889Updated 2 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆400Updated last year
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆148Updated last month
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆715Updated 11 months ago
- Advanced Privacy-Preserving Federated Learning framework☆154Updated this week
- A collaborative learning framework for empowering biomedical research☆60Updated last week
- A large labelled image dataset for benchmarking in federated learning☆102Updated last year
- Handy PyTorch implementation of Federated Learning (for your painless research)☆454Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆696Updated 2 years ago
- Low-level Python library used to interact with a Substra network☆279Updated 11 months ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- Simulation framework for accelerating research in Private Federated Learning☆341Updated last month
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆58Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆797Updated last year
- An easy-to-use federated learning platform☆1,468Updated last year
- Swarm Learning for computational pathology☆29Updated 3 years ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆195Updated 4 years ago
- An open benchmarking platform for medical artificial intelligence using Federated Evaluation.☆162Updated 2 weeks ago