All projects
Repositories in this selection 9 · UTC 2026-11-04
CompareRankProjectStarFork30-day trend7-day net changeLast pushSign in to save
1—Sshap / shapA game theoretic approach to explain the output of any machine learning model.Jupyter NotebookMIT · PermissiveInsufficient rank history25,8453,784——2026-11-01
2—Llightgbm-org / LightGBMA 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.C++MIT · PermissiveInsufficient rank history18,9474,100——2026-11-02
3—Dddbourgin / numpy-mlMachine learning, in numpyPythonGPL-3.0 · Share derivative sourceInsufficient rank history16,3243,732——2023-10-29
4—EEpistasisLab / tpotA Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.Jupyter NotebookLGPL-3.0 · Share derivative sourceInsufficient rank history10,0571,558——2025-09-11
5—Iinterpretml / interpretFit interpretable models. Explain blackbox machine learning.C++MIT · PermissiveInsufficient rank history6,976797——2026-11-02
6—Bbenedekrozemberczki / awesome-decision-tree-papersA collection of research papers on decision, classification and regression trees with implementations.PythonCC0-1.0 · PermissiveInsufficient rank history2,480341——2025-12-28
7—Bbenedekrozemberczki / awesome-fraud-detection-papersA curated list of data mining papers about fraud detection.PythonCC0-1.0 · PermissiveInsufficient rank history1,841330——2026-01-05
8—Bbenedekrozemberczki / awesome-gradient-boosting-papersA curated list of gradient boosting research papers with implementations.PythonCC0-1.0 · PermissiveInsufficient rank history1,054165——2026-01-05
9—Pperpetual-ml / perpetualPerpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and RRustApache-2.0 · PermissiveInsufficient rank history71642——2026-10-24
License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.