henripal / sgld

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Physics - a Gateway to Bayesian Deep Learning

Links

You can find the slides here.

The posts presenting a slightly more in-depth version of the material are on my blog. Part 1, Part 2, Part 3.

Our ICML '18 workshop paper: Scalable Natural Gradient Langevin Dynamics

You can follow me on twitter.

Code

The code in this repo is presented as a small package, sgld. A demonstration of its usage and graphs generated for the presentation are in this notebook.

Thank you!