Federated machine learning for the web.
An open-sourced federated learning platform and framework, that allows you to collaboratively train machine learning models on the web, privately and at scale.
Kernio is a fully managed decentralised federated learning cloud service. Join with your own private cloud account and let Kernio handle the rest.
No need to be a federated learning expert to deploy a model, or a data scientist to provide data. Kernio makes it easy for everyone to contribute.
Kernio is built with privacy in mind. We never see your data, and we can only act on your cloud instance with your encrypted keys. Your keys, your data.
Join communities and contribute to the training and building of models. The more data, the better the models, the better the insights, the better the world.
Powerful insights on your data.
Join a community of data providers and model trainers to collaboratively train machine learning models on the web. You keep your data to yourself, and watch the insights roll in.
Heart Disease Prediction
by @kernio
NHS Electronic Health Record
Federated model for binary risk classification prediction of heart disease.
Next round in: -701 days
Breast Cancer Prediction
by @kernio
Breast Mass FNA
Prediction of malignant or cancerous breast cancer tissue from FNA scans.
Next round in: -699 days
Heart Attack Prediction
by @kernio
Medical Records
Prediction of heart attack risk based on patient health data.
Next round in: -691 days
Diabetes Prediction
by @kernio
Medical Patient Data
Prediction of diabetes risk based on patient data and physical measurements.
Next round in: -698 days
Proudly Open Source
Kernio is open source and powered by open source software. The code is available on GitHub.