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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
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