Samuel Stanton (@samuelstanton)
github

samuelstanton

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Top repositories

1

lambo

Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)
Jupyter Notebook
64
star
2

gnosis

Code to reproduce experiments from 'Does Knowledge Distillation Really Work' a paper which appeared in the 2021 NeurIPS proceedings.
Python
32
star
3

conformal-bayesopt

Bayesian optimization with conformal coverage guarantees
Python
26
star
4

hydra-ray-demo

Demonstration of how to structure a project with Hydra for easy deployment with Ray
Dockerfile
10
star
5

model-zoo

out-of-the-box probabilistic regression models
Python
4
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6

samuelstanton.github.io

personal blog
Python
2
star
7

bayesopt-hd

Bayesian optimization tailored for high dimensional objective functions
Jupyter Notebook
1
star