DPBayes

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1. twinify twinify Public

   A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.

   Python 55 4

2. PLD-Accountant PLD-Accountant Public

   Code for computing tight guarantees for differential privacy

   Python 23 9

3. ADADP ADADP Public

   Learning rate adaptation for differentially private stochastic gradient descent

   Python 18 6

4. d3p d3p Public

   An implementation of the differentially private variational inference algorithm for NumPyro.

   Python 17 3

5. jax-chacha-prng jax-chacha-prng Public

   A cryptographically-secure pseudo-random number generator for JAX based on the 20 round ChaCha cipher.

   Python 14

6. dca-nips2017 dca-nips2017 Public

   Differentially private learning on distributed data (NIPS 2017)

   Python 12 2