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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 | dmlc/xgboost Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow | lightgbm-org/LightGBM A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. | catboost/catboost A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU. | pixie-io/pixie Instant Kubernetes-Native Application Observability | Xtra-Computing/thundergbm ThunderGBM: Fast GBDTs and Random Forests on GPUs |
|---|---|---|---|---|---|
| Stars | 28,941 | 18,947 | 9,192 | 6,552 | 716 |
| Net stars, last 30 days | +126 | +126 | +69 | +10 | 0 |
| Largest star day | +12 on May 5, 2026 | +13 on Jul 19, 2026 | +6 on Jul 1, 2026 | +4 on Jun 3, 2026 | +1 on May 7, 2026 |
| Milestone reached in the record | None | None | None | None | None |
| Forks | 8,961 | 4,100 | 1,354 | 507 | 86 |
| Language | C++ | C++ | C++ | C++ | C++ |
| License | APACHE-2.0 | MIT | APACHE-2.0 | APACHE-2.0 | APACHE-2.0 |
| Created | Feb 6, 2014 | Aug 5, 2016 | Jul 18, 2017 | Feb 27, 2020 | Nov 11, 2016 |
| Last push | Nov 3, 2026 | Nov 2, 2026 | Nov 3, 2026 | Nov 2, 2026 | Mar 19, 2025 |
| Archived | No | No | No | No | No |
| Health facts: Maintenance | 4 of 4 checks | 4 of 4 checks | 2 of 4 checks (2 without data) | 2 of 4 checks (2 without data) | 1 of 4 checks (2 without data) |
| Health facts: Releases | 3 of 3 checks | 2 of 3 checks | 1 of 3 checks (1 without data) | 1 of 3 checks (1 without data) | 1 of 3 checks (1 without data) |
| Health facts: Security practice | 1 of 1 check | 1 of 1 check | 0 of 1 check (1 without data) | 0 of 1 check (1 without data) | 0 of 1 check (1 without data) |
| Health facts: Community files | 1 of 3 checks | 3 of 3 checks | 1 of 3 checks (2 without data) | 1 of 3 checks (2 without data) | 1 of 3 checks (2 without data) |
| Commits, last 13 weeks | 222 | 54 | No data | No data | No data |
| Weeks with commits, last 52 | 52 of 52 | 49 of 52 | No data | 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: machine-learning. 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