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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 | 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. | 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 | tensorflow/tensorflow An Open Source Machine Learning Framework for Everyone | microsoft/CNTK Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit |
|---|---|---|---|---|---|
| Stars | 18,950 | 9,193 | 28,943 | 201,312 | 17,583 |
| Net stars, last 30 days | +128 | +70 | +125 | +1,012 | +3 |
| Largest star day | +13 on Jul 19, 2026 | +6 on Jul 1, 2026 | +12 on May 5, 2026 | +434 on Sep 3, 2026 | +4 on May 29, 2026 |
| Milestone reached in the record | None | None | None | None | None |
| Forks | 4,100 | 1,354 | 8,964 | 78,213 | 4,209 |
| Language | C++ | C++ | C++ | C++ | C++ |
| License | MIT | APACHE-2.0 | APACHE-2.0 | APACHE-2.0 | Other license |
| Created | Aug 5, 2016 | Jul 18, 2017 | Feb 6, 2014 | Nov 7, 2015 | Nov 26, 2015 |
| Last push | Nov 2, 2026 | Nov 3, 2026 | Nov 4, 2026 | Nov 5, 2026 | Mar 11, 2023 |
| Archived | No | No | No | No | Yes |
| Health facts: Maintenance | 4 of 4 checks | 2 of 4 checks (2 without data) | 4 of 4 checks | 4 of 4 checks | 0 of 4 checks |
| Health facts: Releases | 2 of 3 checks | 1 of 3 checks (1 without data) | 3 of 3 checks | 3 of 3 checks | 0 of 3 checks |
| Health facts: Security practice | 1 of 1 check | 0 of 1 check (1 without data) | 1 of 1 check | 1 of 1 check | 1 of 1 check |
| Health facts: Community files | 3 of 3 checks | 1 of 3 checks (2 without data) | 1 of 3 checks | 3 of 3 checks | 3 of 3 checks |
| Commits, last 13 weeks | 54 | No data | 222 | 5,428 | 0 |
| Weeks with commits, last 52 | 49 of 52 | No data | 52 of 52 | 52 of 52 | 0 of 52 |
| 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