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

Project Activity

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Categories

Machine Learning

License

Apache License V2.0

Follow TensorFlow Privacy

TensorFlow Privacy Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-13