├── .gitignore ├── .travis.yml ├── CHANGELOG.md ├── LICENSE.txt ├── README.md ├── ROADMAP.md ├── benchmarks ├── bench_binning.py ├── bench_higgs_boson.py ├── bench_histogram.py └── bench_predictor.py ├── doc ├── Makefile ├── make.bat └── source │ ├── conf.py │ ├── index.rst │ ├── private_api.rst │ └── public_api.rst ├── examples ├── early_stopping.py ├── grid_search.py └── plot_performance_profile_single_small_tree.py ├── pygbm ├── __init__.py ├── binning.py ├── gradient_boosting.py ├── grower.py ├── histogram.py ├── loss.py ├── multiclass_notes ├── plotting.py ├── predictor.py ├── splitting.py └── utils.py ├── readthedocs.yml ├── requirements.txt ├── setup.py ├── tests ├── test_binning.py ├── test_compare_lightgbm.py ├── test_gradient_boosting.py ├── test_grower.py ├── test_histogram.py ├── test_loss.py ├── test_plotting.py ├── test_predictor.py └── test_splitting.py └── tox.ini /.gitignore: -------------------------------------------------------------------------------- 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