leonardblier / descriptionlengthdeeplearning

Experiments from "The Description Length of Deep Learning Models"

The Description Length of Deep Learning Models

This repo contains the code for the experiments in "The Description Length of Deep Learning Models": https://arxiv.org/pdf/1802.07044.pdf

For the prequential experiments, we uses Keras.

For the variational experiments, we uses pytorch and the library PyVarInf: https://github.com/ctallec/pyvarinf