google / vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

Date Created 2022-02-16 (2 years ago)

Commits 1,149 (last one 2 days ago)

Stargazers 1,482 (2 this week)

Watchers 24 (0 this week)

Forks 96

License apache-2.0

Ranking

RepositoryStats indexes 584,353 repositories, of these google/vizier is ranked #35,104 (94th percentile) for total stargazers, and #92,046 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #5,390/116,326.

google/vizier is also tagged with popular topics, for these it's ranked: deep-learning (#952/8389), machine-learning (#987/7926), open-source (#287/2629), optimization (#62/885), google (#84/801), algorithm (#141/733), grpc (#84/683), distributed-systems (#114/557), distributed-computing (#24/195), hyperparameter-optimization (#21/122)

Other Information

google/vizier has 43 open pull requests on Github, 435 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 34 closed issues.

There have been 38 releases, the latest one was published on 2024-10-29 (22 days ago) with the name v0.1.20.

Homepage URL: https://oss-vizier.readthedocs.io

All Topics

grpc google tuning vizier algorithm open-source optimization deep-learning machine-learning tuning-parameters distributed-systems bayesian-optimization blackbox-optimization distributed-computing hyperparameter-tuning evolutionary-algorithms hyperparameter-optimization

Star History

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Github watchers over time, collection started in '23

Recent Commit History

1,149 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-11-20 @ 03:30pm, id: 460172544 / R_kgDOG22tAA