Metadata-Version: 2.1
Name: secretflow
Version: 0.7.7b0
Summary: Secret Flow
Home-page: https://github.com/secretflow/secretflow
Author: SCI Center
Author-email: secretflow-contact@service.alipay.com
License: Apache 2.0
Description: <div align="center">
            <img src="docs/_static/logo-light.png">
        </div>
        
        ---
        
        SecretFlow is a unified framework for privacy-preserving data intelligence and machine learning. To achieve this goal,
        it provides:
        
        - An abstract device layer consists of plain devices and secret devices which encapsulate various cryptographic protocols.
        - A device flow layer modeling higher algorithms as device object flow and DAG.
        - An algorithm layer to do data analysis and machine learning with horizontal or vertical partitioned data.
        - A workflow layer that seamlessly integrates data processing, model training, and hyperparameter tuning.
        
        <div align="center">
            <img src="docs/_static/secretflow_arch.svg">
        </div>
        
        ## Install
        
        Please check [INSTALLATION.md](./INSTALLATION.md)
        
        ## Deployment
        
        Please check [DEPLOYMENT.md](./DEPLOYMENT.md)
        
        ## CONTRIBUTING
        
        Please check [CONTRIBUTING.md](./CONTRIBUTING.md)
        
        ## Disclaimer
        Non-release versions of SecretFlow are prohibited to use in any production environment due to possible bugs, glitches, lack of functionality, security issues or other problems.
        
Platform: UNKNOWN
Description-Content-Type: text/markdown
Provides-Extra: dev
