├── .github └── workflows │ ├── CI.yml │ ├── cargo-build-publish.yml │ ├── docs.yml │ ├── release.yml │ └── rust-dev-release.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CONTRIBUTING.md ├── Cargo.toml ├── LICENSE ├── Makefile ├── README.md ├── benches └── perpetual_benchmarks.rs ├── examples ├── cal_housing.rs ├── cover_types.rs ├── custom_loss_function.rs └── titanic.rs ├── python-package ├── .gitignore ├── Cargo.toml ├── docs │ └── index.md ├── examples │ ├── benchmark_lgbm.py │ ├── benchmark_perpetual.py │ ├── categorical_data.ipynb │ ├── categorical_data_diamonds.ipynb │ ├── categorical_data_titanic.ipynb │ ├── fetch_openml.ipynb │ ├── lgbm_openml_sensory.ipynb │ ├── openml.ipynb │ ├── openml_mnist.ipynb │ ├── performance_benchmark.ipynb │ ├── santander.ipynb │ └── toy_datasets.ipynb ├── mkdocs.yml ├── pyproject.toml ├── python │ └── perpetual │ │ ├── __init__.py │ │ ├── booster.py │ │ ├── data.py │ │ ├── serialize.py │ │ ├── sklearn.py │ │ ├── types.py │ │ └── utils.py ├── src │ ├── booster.rs │ ├── custom_objective.rs │ ├── lib.rs │ ├── multi_output.rs │ └── utils.rs ├── tests │ ├── test_booster.py │ ├── test_multi_output.py │ ├── test_save_load.py │ ├── test_serialize.py │ └── test_sklearn.py └── uv.lock ├── resources └── perp_logo.png ├── rust-toolchain ├── rustfmt.toml ├── scripts ├── make_resources.py ├── remove-optional-deps.py ├── run-python-tests.ps1 ├── run-python-tests.sh ├── run-single-python-test.ps1 ├── uv_script.ps1 └── uv_script.sh └── src ├── bin.rs ├── binning.rs ├── booster ├── config.rs ├── core.rs ├── mod.rs ├── multi_output.rs ├── predict.rs └── setters.rs ├── conformal ├── cqr.rs └── mod.rs ├── constants.rs ├── constraints.rs ├── data.rs ├── decision_tree ├── mod.rs ├── predict.rs └── tree.rs ├── errors.rs ├── grower.rs ├── histogram.rs ├── lib.rs ├── metrics ├── classification │ ├── metrics.rs │ └── mod.rs ├── evaluation.rs ├── mod.rs ├── ranking │ ├── metrics.rs │ └── mod.rs └── regression │ ├── metrics.rs │ └── mod.rs ├── node.rs 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