gkaissis / PriMIALinks
PriMIA: Privacy-preserving Medical Image Analysis
☆136Updated 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…☆219Updated last year
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆128Updated last year
- Differentially Private Deep Learning in PyTorch☆30Updated 4 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆58Updated 2 years ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆195Updated 4 years ago
- An Open Framework for Federated Learning.☆809Updated last week
- An enterprise-ready and vendor-agnostic federated learning platform.☆161Updated last week
- A simplified library for decentralized, privacy preserving machine learning☆350Updated 11 months ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆535Updated last year
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- Federated Learning Utilities and Tools for Experimentation☆191Updated last year
- NVIDIA Federated Learning Application Runtime Environment☆804Updated this week
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 5 years ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆519Updated 3 weeks ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 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
- Low-level Python library used to interact with a Substra network☆279Updated 11 months ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Updated 8 months ago
- A SMPC companion library for Syft☆105Updated 2 weeks ago
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆59Updated 4 months ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 5 years ago
- Detecting skin cancer in encrypted images with TensorFlow☆29Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆477Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆735Updated 4 months ago
- autodp: A flexible and easy-to-use package for differential privacy☆276Updated last year
- A collaborative learning framework for empowering biomedical research☆60Updated last week
- Federated gradient boosted decision tree learning☆68Updated 2 years ago