Substra / substrafl
A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network
☆57Updated last month
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 5 months ago
- Low-level Python library used to interact with a Substra network☆271Updated last month
- Orchestrates the tasks in a Substra network☆17Updated this week
- Documentation of the Substra software☆21Updated last month
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Updated last year
- Frontend of the Substra software☆39Updated this week
- Backend of the Substra software☆57Updated 3 weeks ago
- End to end tests for the Substra software☆25Updated 2 weeks ago
- Python wrappers to interact with a Substra backend☆26Updated last month
- Chaincode for the Substra platform☆24Updated 2 years ago
- GrAIdient is a deep learning framework that aims at challenging the way we train and run models.☆84Updated 2 months ago
- DEPRECATED - Shared UI component library☆14Updated 4 years ago
- A collaborative learning framework for empowering biomedical research☆38Updated this week
- Basic material and content to give a quick overview of Substra Foundation☆36Updated 4 years ago
- FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.☆143Updated this week
- PriMIA: Privacy-preserving Medical Image Analysis☆129Updated last year
- NVIDIA Federated Learning Application Runtime Environment☆642Updated this week
- Federated Learning Utilities and Tools for Experimentation☆185Updated 10 months ago
- Privacy Preserving Vertical Federated Learning☆214Updated last year
- A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings☆29Updated this week
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆250Updated 2 months ago
- A large labelled image dataset for benchmarking in federated learning☆91Updated 8 months ago
- A Python implementation of the DESeq2 pipeline for bulk RNA-seq DEA.☆588Updated this week
- An Open Framework for Federated Learning.☆728Updated this week
- ☆29Updated last year
- A simplified library for decentralized, privacy preserving machine learning☆333Updated 2 weeks ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆98Updated this week
- Référentiel d'évaluation data science responsable et de confiance☆71Updated 2 months ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆31Updated 4 years ago