Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

This repository contains the source code for TensorFlow Privacy, a Python library that includes implementations of TensorFlow optimizers for training machine learning ...

The directory addrservice is for the source code of the service, and the directory test is for keeping the tests. You can run static type checker, linter, unit tests, and code coverage by either ...