FeatureCloud
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About
FeatureCloud is an all-in-one platform for running, developing, and publishing federated and privacy-preserving machine learning algorithms. It allows for collaborative machine learning across institutions, enabling the analysis of large, decentralized datasets without exchanging sensitive data. Researchers can create projects, invite collaborators, and analyze data while maintaining full control. Developers can use the FeatureCloud API and app templates to build their own federated algorithms, which are then checked and certified by privacy experts. The platform also features an App Store where users can contribute and share their federated AI solutions.
Platform
Task
Features
• project management
• federated learning
• differential privacy
• secure multi-party computation
• api
• app store
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