Substra / substrafl
A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network
☆57Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for substrafl
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆204Updated 4 months ago
- Low-level Python library used to interact with a Substra network☆270Updated 3 weeks ago
- Documentation of the Substra software☆21Updated 3 weeks ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Updated last year
- Backend of the Substra software☆57Updated last week
- Chaincode for the Substra platform☆24Updated 2 years ago
- Basic material and content to give a quick overview of Substra Foundation☆36Updated 4 years ago
- A collaborative learning framework for empowering biomedical research☆38Updated this week
- GrAIdient is a deep learning framework that aims at challenging the way we train and run models.☆84Updated 2 months ago
- Initializes an Hyperledger Fabric network (orchestrator distributed mode)☆31Updated 9 months ago
- FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.☆142Updated this week
- PriMIA: Privacy-preserving Medical Image Analysis☆129Updated last year
- NVIDIA Federated Learning Application Runtime Environment☆630Updated this week
- A simplified library for decentralized, privacy preserving machine learning☆332Updated this week
- Privacy Preserving Vertical Federated Learning☆213Updated last year
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆97Updated last week
- 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
- The CaMLSys project template used for researching Federated Learning.☆19Updated this week
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆81Updated 8 months ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆195Updated 3 years ago
- Federated Learning Utilities and Tools for Experimentation☆185Updated 9 months ago
- PyFed generic framework of benchmark for Federated Learning☆11Updated 3 years ago
- An Open Framework for Federated Learning.☆726Updated this week
- A curated list of Federated Learning papers/articles and recent advancements.☆83Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆499Updated last year
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆69Updated 3 years ago
- A large labelled image dataset for benchmarking in federated learning☆90Updated 8 months ago
- An open benchmarking platform for medical artificial intelligence using Federated Evaluation.☆144Updated 3 weeks ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆66Updated last year