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This page shows the Star History and the facts of 2 to 5 repositories in the Repository Index, side by side. You choose the repositories. The page does not rank them.
Facts
| Fact | automl/auto-sklearn Automated Machine Learning with scikit-learn | automl/SMAC3 SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization | microsoft/nni An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | scikit-optimize/scikit-optimize Sequential model-based optimization with a `scipy.optimize` interface | autogluon/autogluon Fast and Accurate ML in 3 Lines of Code |
|---|---|---|---|---|---|
| Stars | 8,149 | 1,268 | 14,364 | 2,831 | 10,808 |
| Net stars, last 30 days | +16 | +15 | +3 | +3 | +56 |
| Largest star day | +4 on May 12, 2026 | +2 on Jun 29, 2026 | +3 on May 16, 2026 | +2 on Jul 17, 2026 | +32 on Sep 20, 2026 |
| Milestone reached in the record | None | None | None | None | None |
| Forks | 1,323 | 249 | 1,850 | 556 | 1,213 |
| Language | Python | Python | Python | Python | Python |
| License | BSD-3-CLAUSE | Other license | MIT | BSD-3-CLAUSE | APACHE-2.0 |
| Created | Jul 2, 2015 | Aug 17, 2016 | Jun 1, 2018 | Mar 20, 2016 | Jul 29, 2019 |
| Last push | Sep 15, 2026 | Nov 4, 2026 | Jul 3, 2024 | Feb 23, 2024 | Nov 4, 2026 |
| Archived | No | No | Yes | Yes | No |
| Health facts: Maintenance | 2 of 4 checks (2 without data) | 2 of 4 checks (2 without data) | 0 of 4 checks | 0 of 4 checks (2 without data) | 2 of 4 checks (2 without data) |
| Health facts: Releases | 1 of 3 checks (1 without data) | 2 of 3 checks (1 without data) | 0 of 3 checks | 1 of 3 checks (1 without data) | 2 of 3 checks (1 without data) |
| Health facts: Security practice | 0 of 1 check (1 without data) | 0 of 1 check (1 without data) | 1 of 1 check | 0 of 1 check (1 without data) | 0 of 1 check (1 without data) |
| Health facts: Community files | 1 of 3 checks (2 without data) | 1 of 3 checks (2 without data) | 2 of 3 checks | 1 of 3 checks (2 without data) | 1 of 3 checks (2 without data) |
| Commits, last 13 weeks | No data | No data | 0 | No data | No data |
| Weeks with commits, last 52 | No data | No data | 0 of 52 | No data | No data |
| In the Repository Index since | Oct 22, 2026 | Oct 22, 2026 | Oct 22, 2026 | Oct 22, 2026 | Oct 22, 2026 |
Topics that all of them have on the Repository Host: hyperparameter-optimization. The facts come from the Repository Host and from the Star History that AwesomeRepos records. A shared topic does not mean that one repository can replace another. Each Health Facts row is one dimension alone. AwesomeRepos does not add them into one score. How each check is defined