Substra / substraflLinks
A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network
☆59Updated 5 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☆279Updated 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…☆220Updated last year
- Documentation of the Substra software☆20Updated 2 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 9 months ago
- Frontend of the Substra software☆38Updated 10 months ago
- PriMIA: Privacy-preserving Medical Image Analysis☆136Updated 2 years ago
- Backend of the Substra software☆59Updated 5 months ago
- A collaborative learning framework for empowering biomedical research☆62Updated this week
- NVIDIA Federated Learning Application Runtime Environment☆826Updated this week
- An enterprise-ready and vendor-agnostic federated learning platform.☆162Updated 2 weeks ago
- A simplified library for decentralized, privacy preserving machine learning☆351Updated last year
- Python wrappers to interact with a Substra backend☆27Updated last year
- End to end tests for the Substra software☆25Updated 10 months ago
- An Open Framework for Federated Learning.☆816Updated last week
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆152Updated 2 months ago
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- 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
- Advanced Privacy-Preserving Federated Learning framework☆156Updated this week
- Federated Learning Utilities and Tools for Experimentation☆191Updated last year
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 5 years ago
- Privacy Preserving Vertical Federated Learning☆219Updated 2 years ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆128Updated last year
- [IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning☆18Updated 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☆196Updated 4 years ago
- GrAIdient is a deep learning framework that aims at challenging the way we train and run models.☆79Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆518Updated last month
- A large labelled image dataset for benchmarking in federated learning☆102Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆736Updated 5 months ago