Skip to content

Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'

Notifications You must be signed in to change notification settings

bobby-he/bayesian-ntk

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

18 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Bayesian Deep Ensembles via the Neural Tangent Kernel

Repository, bayesian-ntk, to accompany the paper Bayesian Deep Ensembles via the Neural Tangent Kernel. Please note that analytic NTKGP posterior is now implemented in neural-tangents, more details here.

Requirements

To install requirements:

pip install -r requirements.txt

Colab Notebook

The functionality of bayesian-ntk is explained in our notebook toy_1d_example.ipynb, which you can Open In Colab here.

About

Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'

Resources

Stars

Watchers

Forks

Packages

No packages published