gkaissis / PriMIALinks
PriMIA: Privacy-preserving Medical Image Analysis
☆137Updated 2 years ago
Alternatives and similar repositories for PriMIA
Users that are interested in PriMIA are comparing it to the libraries listed below
Sorting:
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆227Updated last year
- Differentially Private Deep Learning in PyTorch☆30Updated 4 years ago
- A simplified library for decentralized, privacy preserving machine learning☆352Updated last month
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆129Updated last year
- Privacy Preserving Vertical Federated Learning☆222Updated 2 years ago
- Federated Learning Utilities and Tools for Experimentation☆193Updated 2 years ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆196Updated 4 years ago
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Updated 2 years ago
- An enterprise-ready and vendor-agnostic federated learning platform.☆166Updated last month
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆39Updated 6 years ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 5 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Updated 11 months ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆541Updated 2 months ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆266Updated last year
- An Open Framework for Federated Learning.☆827Updated 2 weeks ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 5 years ago
- A SMPC companion library for Syft☆106Updated 2 weeks ago
- Low-level Python library used to interact with a Substra network☆280Updated last year
- A collaborative learning framework for empowering biomedical research☆71Updated this week
- autodp: A flexible and easy-to-use package for differential privacy☆278Updated 2 years ago
- NVIDIA Federated Learning Application Runtime Environment☆877Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆743Updated 7 months ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56Updated 5 years ago
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆59Updated 8 months ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆525Updated 4 months ago
- Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers☆17Updated 5 years ago
- Swarm Learning for computational pathology☆29Updated 3 years ago
- resources about federated learning and privacy in machine learning☆545Updated last year
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Updated 4 years ago