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GitHub / ipc-lab / private-ml-for-health

Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ipc-lab%2Fprivate-ml-for-health

Stars: 41
Forks: 12
Open Issues: 0

License: mit
Language: Python
Repo Size: 66.7 MB
Dependencies: 5

Created: over 3 years ago
Updated: about 1 year ago
Last pushed: over 2 years ago
Last synced: about 1 year ago

Topics: deep-learning, deep-neural-network, diabetic-retinopathy, diabetic-retinopathy-detection, differential-privacy, federated-learning, machine-learning, medical-application, medical-image-processing, opacus, privacy, secure-multi-party-computation, squeezenet

Files
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    Readme
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    Dependencies
    private_inference/app/requirements.txt pypi