Download
Library for training machine learning models with privacy for training data. This repository contains the source code for TensorFlow Privacy, a Python library that includes implementations of TensorFlow optimizers for training machine learning models with differential privacy. The library comes with tutorials and analysis tools for computing the privacy guarantees provided.
Features
- Install TensorFlow Privacy
- Documentation available
- Examples available
- Tutorials directory
- TensorFlow Privacy now works with TensorFlow 2
- You can use the new Keras-based estimators
Project Samples
Categories
Machine LearningLicense
Apache License V2.0Follow TensorFlow Privacy
Other Useful Business Software
Stop Storing Third-Party Tokens in Your Database
Rolling your own OAuth token storage can be a security liability. Token Vault securely stores access and refresh tokens from federated providers and handles exchange and renewal automatically. Connected accounts, refresh exchange, and privileged worker flows included.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of TensorFlow Privacy!
