Substra / substraflLinks
A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network
☆59Updated 6 months ago
Alternatives and similar repositories for substrafl
Users that are interested in substrafl are comparing it to the libraries listed below
Sorting:
- Low-level Python library used to interact with a Substra network☆280Updated last year
- 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
- Documentation of the Substra software☆20Updated 3 months ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Updated 2 years ago
- Orchestrates the tasks in a Substra network☆17Updated 11 months ago
- PriMIA: Privacy-preserving Medical Image Analysis☆137Updated 2 years ago
- NVIDIA Federated Learning Application Runtime Environment☆849Updated this week
- Frontend of the Substra software☆38Updated 11 months ago
- Backend of the Substra software☆59Updated 6 months ago
- A simplified library for decentralized, privacy preserving machine learning☆349Updated this week
- A collaborative learning framework for empowering biomedical research☆69Updated this week
- An Open Framework for Federated Learning.☆821Updated 2 weeks ago
- An enterprise-ready and vendor-agnostic federated learning platform.☆165Updated this week
- Python wrappers to interact with a Substra backend☆27Updated last year
- End to end tests for the Substra software☆25Updated last year
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆156Updated last week
- Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower☆18Updated 3 years ago
- Advanced Privacy-Preserving Federated Learning framework☆158Updated this week
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆265Updated last year
- Federated Learning Utilities and Tools for Experimentation☆193Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆523Updated 3 months ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆267Updated 4 months ago
- GrAIdient is a deep learning framework that aims at challenging the way we train and run models.☆79Updated last year
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆196Updated 4 years ago
- Privacy Preserving Vertical Federated Learning☆221Updated 2 years ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆128Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆740Updated 6 months ago
- An open benchmarking platform for medical artificial intelligence using Federated Evaluation.☆163Updated 2 weeks ago
- [IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning☆18Updated 2 weeks ago