Cape Privacy is the data privacy solution for collaborative data science and machine learning.
Open community. Open learning.
Cape Privacy was conceived from the beginning as an open source effort. To truly have an impact, we believe the Cape solution must be open source, so that it’s freely accessible to developers. At Cape Privacy, we are committed to growing an online and open community that will change the worlds of Data Privacy and Data Science.
Made for data science and machine learning
Get started with Python, Apache Spark and Apache Arrow integrations to allow you to keep using the tools you know and love in a safe and secure way. New integrations are in development for our open-source tools. Slack us or hop onto our Cape Feature Roadmap to learn more about upcoming features and let us know what you would like to see.
Extensible advanced privacy and security features
Cape Transformations are shipped in our open-source repository. We encourage you to edit, change and add new transformations for data protection, data security and data privacy in your data science workflows. Check out our repository and examples to learn how to write your own data protection functions and use them in Cape!
Latest Release Notes
Introducing Cape Coordinator
Cape Coordinator is a server application that manages access to policies and projects based on user authentication and user roles. It interfaces with libraries like Cape Python to transform and protect sensitive data within Pandas and Apache Spark.
Introducing Cape CLI
The Cape CLI (command line interface) is a way of interacting with Cape Coordinator. It provides commands to manage policies, projects and users.
Things to try in this version
Create and Manage Users, Projects, and Policies.
The new Cape CLI has many features for managing Cape Coordinator. Check the CLI Usage documentation for examples of how to use the CLI for common tasks.
Suggest and Review Policy Changes
New Installation and Deployment Options
Cape Privacy's Open Source Contributions
TF Encrypted For Machine Learning
Check out our work on TF Encrypted, allowing you to perform deep learning on encrypted data.