Bayesian Deep Ensembles via the Neural Tangent Kernel

Name: bobby-he/bayesian-ntk
Brand: bobby-he/bayesian-ntk
SKU: project/bobby-he/bayesian-ntk
Rating: 4.42 (13 reviews)

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

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

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