{"repo":"KatherLab/swarm-learning-hpe","free":true,"listed":false,"github":"https://github.com/KatherLab/swarm-learning-hpe","clone":"git clone https://github.com/KatherLab/swarm-learning-hpe.git","description":"Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.","language":"Jupyter Notebook","stars":14,"topics":["blockchain","deep-learning","distributed-systems"],"license":"MIT","category":"blockchain-web3","readme_excerpt":"swarm-learning-hpe Swarm learning based on HPE platform, experiments performed based on HPE Swarm Learning version number 2.2.0 This repository contains: 1. SWARM Learning For Histopathology Image Analysis and Radiology Image Analysis 2. Work flow to help keep track of what's under process. 3. Issue section where people can dump ideas and raise questions encountered when using this repo. 4. Working version of marugoto mri for Attention MIL based model, originally suitable for histopathology images but Marta has modified it to work with MRI images. 5. Working version of odelia-breast-mri for 3D-CNN model by @Gustav. Related instructions please refer to ODELIA.md and following installation steps. 6. Working version of diffusion model for generating histopathology images and Xray images, score-based-model and swag-latent-diffusion. Related instructions please refer to SWAG.md and following installation steps. Table of Contents - Background - Install - Usage - Maintainers - Milestone - NotionPage - Contributing - License Background Brief description about HPE platform Course of Swarm Leaning explained in a generally understandable way: https://learn.software.hpe.com/swarm-learning-essentials HPE Swarm Learning extends the concept of federated learning to decentralized learning by adding functionality that obviates the need for a central leader . It combines the use of AI , edge computing , and blockchain . HPE Swarm Learning is a decentralized, privacy-preserving Machine Learning","default_branch":null,"files":null,"tree":[],"storefront":"/r/KatherLab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/KatherLab/swarm-learning-hpe/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}