Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

NoisyExpectedImprovementMixin #1939

Open
wants to merge 2 commits into
base: main
Choose a base branch
from
Open

NoisyExpectedImprovementMixin #1939

wants to merge 2 commits into from

Commits on Jul 18, 2023

  1. qLogNEI (pytorch#1937) 

    Summary:
Pull Request resolved: pytorch#1937

This commit introduces `qLogNoisyExpectedImprovement` (`qLogNEI`) a cousin of `qLogEI`. Similar to `qLogEI` and in contrast to `q(N)EI`, it generally exhibits strong and smooth gradients, leading to better acquisition function optimization and Bayesian optimization as a result.

Differential Revision: https://internalfb.com/D47439161

fbshipit-source-id: 8a50f123e2f4a828934c8bc4fba0a163e0c0abb4
    @SebastianAment @facebook-github-bot
    SebastianAment authored and facebook-github-bot committed Jul 18, 2023
    Configuration menu
    Copy the full SHA
    8b8bbee View commit details
    Browse the repository at this point in the history

  2. NoisyExpectedImprovementMixin 

    Summary: This commit introduces a mixin design to increase code sharing between `qLogNEI` and `qNEI`.

Differential Revision: D47511290

fbshipit-source-id: efe6b1550948c5df7da1e185c7770ba062d60b06
    @SebastianAment @facebook-github-bot
    SebastianAment authored and facebook-github-bot committed Jul 18, 2023
    Configuration menu
    Copy the full SHA
    8fdcaaa View commit details
    Browse the repository at this point in the history