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@AC-BO-Hackathon

AC BO Hackathon

Organization for orchestrating the Bayesian Optimization Hackathon for Chemistry and Materials sponsored by the Acceleration Consortium and Merck KGaA.

Hi there 👋

With the emergence of new Bayesian optimization tools for the physical sciences, it is important to understand their strengths and weaknesses, reduce the barrier to use, and adapt them for real-world problems. In this virtual hackathon, we will put these tools to the test! Scientists from the Acceleration Consortium @ University of Toronto and Merck KGaA are hosting a 2-day virtual hackathon (March 27 & 28: 9am-1pm ET) for researchers to work collaboratively in teams on projects related to Bayesian optimization. Researchers can propose projects from a range of topics such as applying algorithms to existing benchmarks, developing new benchmark tasks, creating instructional tutorials, proposing real-world chemistry and materials optimization tasks, and more. After the hackathon, results will be collated and presented in a scholarly article. Join us to explore, collaborate, innovate, and contribute to the advancement of Bayesian optimization for the physical sciences!

👉 See https://ac-bo-hackathon.github.io/ for more info.

The website repository is hosted at https://github.com/AC-BO-Hackathon/ac-bo-hackathon.github.io.

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  1. ac-bo-hackathon.github.io ac-bo-hackathon.github.io Public template

    Forked from materials-data-facility/llm-hackathon

    HTML 10 62

  2. project-template project-template Public template

    Topic 1: Applying algorithms to a set of benchmark tasks.

    Python

Repositories

Showing 10 of 23 repositories
  • BOPE-GPT Public

    Project 16 on BOPE-GPT. See deployed live app at https://bope-gpt.vercel.app/

    AC-BO-Hackathon/BOPE-GPT’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 3 0 0 Updated Nov 13, 2024
  • project-surface-science-syndicate Public

    Bayesian optimization of corrosion inhibitor molecules by surface-science-syndicate

    AC-BO-Hackathon/project-surface-science-syndicate’s past year of commit activity
    Jupyter Notebook 6 MIT 0 4 1 Updated Sep 29, 2024
  • AC-BO-Hackathon/ac-bo-hackathon.github.io’s past year of commit activity
    HTML 10 MIT 65 1 1 Updated Sep 11, 2024
  • project-26-multiple-context-bo Public

    project-23-multiple-context-bo created by GitHub Classroom

    AC-BO-Hackathon/project-26-multiple-context-bo’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Jul 4, 2024
  • project-noisy-nerds Public

    project-project-noisy-nerds created by GitHub Classroom

    AC-BO-Hackathon/project-noisy-nerds’s past year of commit activity
    Jupyter Notebook 1 0 0 1 Updated Apr 12, 2024
  • project-simplegpt-bo Public

    project-simplegpt-bo created by GitHub Classroom

    AC-BO-Hackathon/project-simplegpt-bo’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Apr 3, 2024
  • Chihuahuas Public

    The Impact of Dataset Size on Bayesian Optimization, Insights from the QM9 Dataset

    AC-BO-Hackathon/Chihuahuas’s past year of commit activity
    Jupyter Notebook 1 2 0 0 Updated Apr 2, 2024
  • project-localGPs_for_COF Public

    This repository contains the code to run local gaussian processes for designing COFs with improved methane deliverable capacity

    AC-BO-Hackathon/project-localGPs_for_COF’s past year of commit activity
    Jupyter Notebook 0 MIT 1 0 1 Updated Apr 2, 2024
  • project_acquisition_functions Public

    intro-to-github-classroom-suneelbvs created by GitHub Classroom

    AC-BO-Hackathon/project_acquisition_functions’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Mar 29, 2024
  • group-assignment-test-matterhorn-studio-dragonfly-benchmark Public

    group-assignment-test-matterhorn-studio-dragonfly-benchmark created by GitHub Classroom

    AC-BO-Hackathon/group-assignment-test-matterhorn-studio-dragonfly-benchmark’s past year of commit activity
    Python 0 0 0 0 Updated Mar 29, 2024

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