/keras_svi

Minimalistic library for variational inference in Keras.

Primary LanguagePythonBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

keras_svi

Minimalistic library for variational inference in Keras.

Use in your project

The simplest way of using this library is as a GIT submodule

git submodule add git@github.com:krzysztofrusek/keras_svi.git keras_svi

Theory

Here is a brief description of the math behind this library.

Bayes by Backprop from scratch

Acknowledgment

This work was supported by the National Science Centre, Poland under grant nr 2019/03/X/ST7/00386.