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Releases: google-deepmind/jax_privacy

v1.0.0 Jax Privacy Release

10 Jul 15:34
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First official release of Jax Privacy.

Jax Privacy library now includes:

  • Full support for DP-SGD training with Jax, Flax Linen and Keras
  • E2E examples and Jupyter notebooks showing how to use the library
  • Algorithms for DP-FTRL
  • DP accounting for ML (e.g. calculating stddev of noise given eps, delta and other training parameters)

Experimental folder contains features that will be part of the next release:

  • Refactoring of the API making it more streamlined and easier to use
  • Poisson sampling

Full Changelog: v0.2...v1.0.0