{"id":18358401,"url":"https://github.com/wiseodd/bo-async-feedback","last_synced_at":"2025-07-03T12:03:10.998Z","repository":{"id":243109936,"uuid":"755315535","full_name":"wiseodd/bo-async-feedback","owner":"wiseodd","description":null,"archived":false,"fork":false,"pushed_at":"2024-07-18T10:31:13.000Z","size":29909,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-02T06:06:31.845Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/wiseodd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-02-09T21:47:57.000Z","updated_at":"2024-07-18T10:31:16.000Z","dependencies_parsed_at":"2024-07-18T00:33:29.539Z","dependency_job_id":"a17f0d7d-0c97-43ec-a0f2-25cce3aabeda","html_url":"https://github.com/wiseodd/bo-async-feedback","commit_stats":null,"previous_names":["wiseodd/bo-async-feedback"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/wiseodd/bo-async-feedback","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wiseodd%2Fbo-async-feedback","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wiseodd%2Fbo-async-feedback/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wiseodd%2Fbo-async-feedback/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wiseodd%2Fbo-async-feedback/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wiseodd","download_url":"https://codeload.github.com/wiseodd/bo-async-feedback/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wiseodd%2Fbo-async-feedback/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263322786,"owners_count":23448712,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-05T22:17:44.167Z","updated_at":"2025-07-03T12:03:10.953Z","avatar_url":"https://github.com/wiseodd.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Bayesian Optimization With _Asynchronous_ Expert Feedback\n\nCode to reproduce the paper:\n\n```\n@inproceedings{kristiadi2024asyncBO,\n  title={How Useful is Intermittent, Asynchronous Expert Feedback for {B}ayesian Optimization?},\n  author={Kristiadi, Agustinus and Strieth-Kalthoff, Felix and Subramanian, Sriram Ganapathi and Fortuin, Vincent and Poupart, Pascal and Pleiss, Geoff},\n  booktitle={AABI Non Archival Track},\n  year={2024}\n}\n```\n\n## Setup\n\nRequires `python \u003e= 3.10` and `pytorch \u003e= 2.0`. Then install the dependencies:\n\n```bash\npip install git+https://git@github.com/aleximmer/laplace\npip install git+https://git@github.com/wiseodd/laplace-bayesopt\npip install lightning rdkit tqdm gauche botorch\n```\n\nNext, download the submodules (MolSkill, for expert simulator in chemistry problems).\n\n```bash\ngit submodule init\ngit submodule update\n```\n\n## Usage\n\nThe expert simulator for toy problems is trained using `toy_train_reward.py`. The experiment scripts are `toy_bo.py`, `chem_bo.py`. Run `\u003cSCRIPT_NAME\u003e.py --help` for available options.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwiseodd%2Fbo-async-feedback","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwiseodd%2Fbo-async-feedback","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwiseodd%2Fbo-async-feedback/lists"}