Files in lightgbm
Light Gradient Boosting Machine

configure
MD5
README.md
NAMESPACE
configure.ac
DESCRIPTION
LICENSE
configure.win
cleanup
R/lgb.unloader.R R/lgb.train.R R/lgb.Dataset.R R/lgb.Predictor.R R/metrics.R R/lgb.importance.R R/lgb.Booster.R R/readRDS.lgb.Booster.R R/callback.R R/lgb.model.dt.tree.R R/lgb.convert_with_rules.R R/lgb.plot.interpretation.R R/lgb.plot.importance.R R/lgb.cv.R R/aliases.R R/saveRDS.lgb.Booster.R R/lgb.interprete.R R/lightgbm.R R/utils.R
src/lightgbm-win.def
src/lightgbm_R.h
src/Makevars.win.in
src/c_api.cpp
src/Makevars.in
src/lightgbm_R.cpp
src/include/Eigen/Eigenvalues
src/include/Eigen/Jacobi
src/include/Eigen/SVD
src/include/Eigen/LU
src/include/Eigen/Dense
src/include/Eigen/Geometry
src/include/Eigen/QR
src/include/Eigen/Cholesky
src/include/Eigen/Core
src/include/Eigen/Householder
src/include/Eigen/src/misc/lapack.h
src/include/Eigen/src/misc/lapacke.h
src/include/Eigen/src/misc/lapacke_mangling.h
src/include/Eigen/src/misc/Image.h
src/include/Eigen/src/misc/blas.h
src/include/Eigen/src/misc/Kernel.h
src/include/Eigen/src/misc/RealSvd2x2.h
src/include/Eigen/src/Eigenvalues/GeneralizedSelfAdjointEigenSolver.h
src/include/Eigen/src/Eigenvalues/ComplexSchur_LAPACKE.h
src/include/Eigen/src/Eigenvalues/RealQZ.h
src/include/Eigen/src/Eigenvalues/SelfAdjointEigenSolver.h
src/include/Eigen/src/Eigenvalues/ComplexSchur.h
src/include/Eigen/src/Eigenvalues/RealSchur_LAPACKE.h
src/include/Eigen/src/Eigenvalues/SelfAdjointEigenSolver_LAPACKE.h
src/include/Eigen/src/Eigenvalues/RealSchur.h
src/include/Eigen/src/Eigenvalues/ComplexEigenSolver.h
src/include/Eigen/src/Eigenvalues/EigenSolver.h
src/include/Eigen/src/Eigenvalues/Tridiagonalization.h
src/include/Eigen/src/Eigenvalues/GeneralizedEigenSolver.h
src/include/Eigen/src/Eigenvalues/HessenbergDecomposition.h
src/include/Eigen/src/Eigenvalues/MatrixBaseEigenvalues.h
src/include/Eigen/src/Jacobi/Jacobi.h
src/include/Eigen/src/SVD/SVDBase.h
src/include/Eigen/src/SVD/UpperBidiagonalization.h
src/include/Eigen/src/SVD/BDCSVD.h
src/include/Eigen/src/SVD/JacobiSVD_LAPACKE.h
src/include/Eigen/src/SVD/JacobiSVD.h
src/include/Eigen/src/LU/InverseImpl.h
src/include/Eigen/src/LU/PartialPivLU_LAPACKE.h
src/include/Eigen/src/LU/PartialPivLU.h
src/include/Eigen/src/LU/FullPivLU.h
src/include/Eigen/src/LU/Determinant.h
src/include/Eigen/src/LU/arch/Inverse_SSE.h
src/include/Eigen/src/Geometry/EulerAngles.h
src/include/Eigen/src/Geometry/Translation.h
src/include/Eigen/src/Geometry/RotationBase.h
src/include/Eigen/src/Geometry/Homogeneous.h
src/include/Eigen/src/Geometry/AngleAxis.h
src/include/Eigen/src/Geometry/OrthoMethods.h
src/include/Eigen/src/Geometry/ParametrizedLine.h
src/include/Eigen/src/Geometry/Transform.h
src/include/Eigen/src/Geometry/Hyperplane.h
src/include/Eigen/src/Geometry/Umeyama.h
src/include/Eigen/src/Geometry/Quaternion.h
src/include/Eigen/src/Geometry/Scaling.h
src/include/Eigen/src/Geometry/AlignedBox.h
src/include/Eigen/src/Geometry/Rotation2D.h
src/include/Eigen/src/Geometry/arch/Geometry_SSE.h
src/include/Eigen/src/QR/CompleteOrthogonalDecomposition.h
src/include/Eigen/src/QR/ColPivHouseholderQR.h
src/include/Eigen/src/QR/HouseholderQR.h
src/include/Eigen/src/QR/ColPivHouseholderQR_LAPACKE.h
src/include/Eigen/src/QR/FullPivHouseholderQR.h
src/include/Eigen/src/QR/HouseholderQR_LAPACKE.h
src/include/Eigen/src/plugins/ArrayCwiseBinaryOps.h
src/include/Eigen/src/plugins/MatrixCwiseBinaryOps.h
src/include/Eigen/src/plugins/MatrixCwiseUnaryOps.h
src/include/Eigen/src/plugins/CommonCwiseUnaryOps.h
src/include/Eigen/src/plugins/BlockMethods.h
src/include/Eigen/src/plugins/ReshapedMethods.h
src/include/Eigen/src/plugins/CommonCwiseBinaryOps.h
src/include/Eigen/src/plugins/IndexedViewMethods.h
src/include/Eigen/src/plugins/ArrayCwiseUnaryOps.h
src/include/Eigen/src/Cholesky/LLT.h
src/include/Eigen/src/Cholesky/LDLT.h
src/include/Eigen/src/Cholesky/LLT_LAPACKE.h
src/include/Eigen/src/Core/PlainObjectBase.h
src/include/Eigen/src/Core/Random.h
src/include/Eigen/src/Core/Diagonal.h
src/include/Eigen/src/Core/ForceAlignedAccess.h
src/include/Eigen/src/Core/PermutationMatrix.h
src/include/Eigen/src/Core/Transpose.h
src/include/Eigen/src/Core/CommaInitializer.h
src/include/Eigen/src/Core/IO.h
src/include/Eigen/src/Core/CwiseBinaryOp.h
src/include/Eigen/src/Core/CoreEvaluators.h
src/include/Eigen/src/Core/Solve.h
src/include/Eigen/src/Core/Reverse.h
src/include/Eigen/src/Core/ArrayBase.h
src/include/Eigen/src/Core/Stride.h
src/include/Eigen/src/Core/CwiseTernaryOp.h
src/include/Eigen/src/Core/SelfAdjointView.h
src/include/Eigen/src/Core/Block.h
src/include/Eigen/src/Core/CwiseNullaryOp.h
src/include/Eigen/src/Core/DiagonalMatrix.h
src/include/Eigen/src/Core/ArithmeticSequence.h
src/include/Eigen/src/Core/DenseBase.h
src/include/Eigen/src/Core/MapBase.h
src/include/Eigen/src/Core/ConditionEstimator.h
src/include/Eigen/src/Core/Fuzzy.h
src/include/Eigen/src/Core/MathFunctions.h
src/include/Eigen/src/Core/BooleanRedux.h
src/include/Eigen/src/Core/NumTraits.h
src/include/Eigen/src/Core/IndexedView.h
src/include/Eigen/src/Core/ArrayWrapper.h
src/include/Eigen/src/Core/Ref.h
src/include/Eigen/src/Core/TriangularMatrix.h
src/include/Eigen/src/Core/Product.h
src/include/Eigen/src/Core/Assign_MKL.h
src/include/Eigen/src/Core/NestByValue.h
src/include/Eigen/src/Core/DenseStorage.h
src/include/Eigen/src/Core/ProductEvaluators.h
src/include/Eigen/src/Core/VectorwiseOp.h
src/include/Eigen/src/Core/GlobalFunctions.h
src/include/Eigen/src/Core/CwiseUnaryView.h
src/include/Eigen/src/Core/CoreIterators.h
src/include/Eigen/src/Core/Replicate.h
src/include/Eigen/src/Core/VectorBlock.h
src/include/Eigen/src/Core/AssignEvaluator.h
src/include/Eigen/src/Core/BandMatrix.h
src/include/Eigen/src/Core/Reshaped.h
src/include/Eigen/src/Core/DenseCoeffsBase.h
src/include/Eigen/src/Core/PartialReduxEvaluator.h
src/include/Eigen/src/Core/SolverBase.h
src/include/Eigen/src/Core/Select.h
src/include/Eigen/src/Core/GeneralProduct.h
src/include/Eigen/src/Core/Dot.h
src/include/Eigen/src/Core/DiagonalProduct.h
src/include/Eigen/src/Core/SelfCwiseBinaryOp.h
src/include/Eigen/src/Core/Matrix.h
src/include/Eigen/src/Core/Array.h
src/include/Eigen/src/Core/MathFunctionsImpl.h
src/include/Eigen/src/Core/CwiseUnaryOp.h
src/include/Eigen/src/Core/Transpositions.h
src/include/Eigen/src/Core/GenericPacketMath.h
src/include/Eigen/src/Core/StlIterators.h
src/include/Eigen/src/Core/SolveTriangular.h
src/include/Eigen/src/Core/Inverse.h
src/include/Eigen/src/Core/Visitor.h
src/include/Eigen/src/Core/Assign.h
src/include/Eigen/src/Core/Redux.h
src/include/Eigen/src/Core/Swap.h
src/include/Eigen/src/Core/MatrixBase.h
src/include/Eigen/src/Core/EigenBase.h
src/include/Eigen/src/Core/StableNorm.h
src/include/Eigen/src/Core/NoAlias.h
src/include/Eigen/src/Core/Map.h
src/include/Eigen/src/Core/ReturnByValue.h
src/include/Eigen/src/Core/util/Memory.h
src/include/Eigen/src/Core/util/SymbolicIndex.h
src/include/Eigen/src/Core/util/IntegralConstant.h
src/include/Eigen/src/Core/util/Constants.h
src/include/Eigen/src/Core/util/ConfigureVectorization.h
src/include/Eigen/src/Core/util/ForwardDeclarations.h
src/include/Eigen/src/Core/util/BlasUtil.h
src/include/Eigen/src/Core/util/Meta.h
src/include/Eigen/src/Core/util/MKL_support.h
src/include/Eigen/src/Core/util/StaticAssert.h
src/include/Eigen/src/Core/util/Macros.h
src/include/Eigen/src/Core/util/IndexedViewHelper.h
src/include/Eigen/src/Core/util/DisableStupidWarnings.h
src/include/Eigen/src/Core/util/NonMPL2.h
src/include/Eigen/src/Core/util/ReenableStupidWarnings.h
src/include/Eigen/src/Core/util/ReshapedHelper.h
src/include/Eigen/src/Core/util/XprHelper.h
src/include/Eigen/src/Core/functors/NullaryFunctors.h
src/include/Eigen/src/Core/functors/StlFunctors.h
src/include/Eigen/src/Core/functors/BinaryFunctors.h
src/include/Eigen/src/Core/functors/TernaryFunctors.h
src/include/Eigen/src/Core/functors/UnaryFunctors.h
src/include/Eigen/src/Core/functors/AssignmentFunctors.h
src/include/Eigen/src/Core/arch/MSA/Complex.h
src/include/Eigen/src/Core/arch/MSA/MathFunctions.h
src/include/Eigen/src/Core/arch/MSA/PacketMath.h
src/include/Eigen/src/Core/arch/ZVector/Complex.h
src/include/Eigen/src/Core/arch/ZVector/MathFunctions.h
src/include/Eigen/src/Core/arch/ZVector/PacketMath.h
src/include/Eigen/src/Core/arch/AVX/Complex.h
src/include/Eigen/src/Core/arch/AVX/MathFunctions.h
src/include/Eigen/src/Core/arch/AVX/PacketMath.h
src/include/Eigen/src/Core/arch/AVX/TypeCasting.h
src/include/Eigen/src/Core/arch/AltiVec/Complex.h
src/include/Eigen/src/Core/arch/AltiVec/MathFunctions.h
src/include/Eigen/src/Core/arch/AltiVec/PacketMath.h
src/include/Eigen/src/Core/arch/AltiVec/MatrixProduct.h
src/include/Eigen/src/Core/arch/GPU/MathFunctions.h
src/include/Eigen/src/Core/arch/GPU/PacketMath.h
src/include/Eigen/src/Core/arch/GPU/TypeCasting.h
src/include/Eigen/src/Core/arch/HIP/hcc/math_constants.h
src/include/Eigen/src/Core/arch/AVX512/Complex.h
src/include/Eigen/src/Core/arch/AVX512/MathFunctions.h
src/include/Eigen/src/Core/arch/AVX512/PacketMath.h
src/include/Eigen/src/Core/arch/AVX512/TypeCasting.h
src/include/Eigen/src/Core/arch/SSE/Complex.h
src/include/Eigen/src/Core/arch/SSE/MathFunctions.h
src/include/Eigen/src/Core/arch/SSE/PacketMath.h
src/include/Eigen/src/Core/arch/SSE/TypeCasting.h
src/include/Eigen/src/Core/arch/CUDA/Complex.h
src/include/Eigen/src/Core/arch/SYCL/InteropHeaders.h
src/include/Eigen/src/Core/arch/SYCL/MathFunctions.h
src/include/Eigen/src/Core/arch/SYCL/PacketMath.h
src/include/Eigen/src/Core/arch/SYCL/SyclMemoryModel.h
src/include/Eigen/src/Core/arch/SYCL/TypeCasting.h
src/include/Eigen/src/Core/arch/NEON/Complex.h
src/include/Eigen/src/Core/arch/NEON/MathFunctions.h
src/include/Eigen/src/Core/arch/NEON/PacketMath.h
src/include/Eigen/src/Core/arch/NEON/TypeCasting.h
src/include/Eigen/src/Core/arch/Default/ConjHelper.h
src/include/Eigen/src/Core/arch/Default/Half.h
src/include/Eigen/src/Core/arch/Default/BFloat16.h
src/include/Eigen/src/Core/arch/Default/TypeCasting.h
src/include/Eigen/src/Core/arch/Default/Settings.h
src/include/Eigen/src/Core/arch/Default/GenericPacketMathFunctionsFwd.h
src/include/Eigen/src/Core/arch/Default/GenericPacketMathFunctions.h
src/include/Eigen/src/Core/products/TriangularMatrixMatrix.h
src/include/Eigen/src/Core/products/SelfadjointMatrixMatrix_BLAS.h
src/include/Eigen/src/Core/products/GeneralMatrixMatrixTriangular_BLAS.h
src/include/Eigen/src/Core/products/TriangularMatrixVector.h
src/include/Eigen/src/Core/products/SelfadjointMatrixVector_BLAS.h
src/include/Eigen/src/Core/products/TriangularMatrixVector_BLAS.h
src/include/Eigen/src/Core/products/TriangularSolverMatrix.h
src/include/Eigen/src/Core/products/GeneralBlockPanelKernel.h
src/include/Eigen/src/Core/products/Parallelizer.h
src/include/Eigen/src/Core/products/SelfadjointMatrixMatrix.h
src/include/Eigen/src/Core/products/GeneralMatrixVector.h
src/include/Eigen/src/Core/products/GeneralMatrixMatrix_BLAS.h
src/include/Eigen/src/Core/products/SelfadjointRank2Update.h
src/include/Eigen/src/Core/products/SelfadjointProduct.h
src/include/Eigen/src/Core/products/GeneralMatrixVector_BLAS.h
src/include/Eigen/src/Core/products/TriangularSolverMatrix_BLAS.h
src/include/Eigen/src/Core/products/TriangularMatrixMatrix_BLAS.h
src/include/Eigen/src/Core/products/GeneralMatrixMatrix.h
src/include/Eigen/src/Core/products/GeneralMatrixMatrixTriangular.h
src/include/Eigen/src/Core/products/TriangularSolverVector.h
src/include/Eigen/src/Core/products/SelfadjointMatrixVector.h
src/include/Eigen/src/Householder/BlockHouseholder.h
src/include/Eigen/src/Householder/HouseholderSequence.h
src/include/Eigen/src/Householder/Householder.h
src/include/LightGBM/meta.h
src/include/LightGBM/boosting.h
src/include/LightGBM/objective_function.h
src/include/LightGBM/tree_learner.h
src/include/LightGBM/dataset_loader.h
src/include/LightGBM/train_share_states.h
src/include/LightGBM/feature_group.h
src/include/LightGBM/export.h
src/include/LightGBM/c_api.h
src/include/LightGBM/bin.h
src/include/LightGBM/config.h
src/include/LightGBM/metric.h
src/include/LightGBM/dataset.h
src/include/LightGBM/network.h
src/include/LightGBM/tree.h
src/include/LightGBM/fast_double_parser.h
src/include/LightGBM/prediction_early_stop.h
src/include/LightGBM/cuda/cuda_utils.h
src/include/LightGBM/cuda/vector_cudahost.h
src/include/LightGBM/utils/random.h
src/include/LightGBM/utils/common_legacy_solaris.h
src/include/LightGBM/utils/json11.h
src/include/LightGBM/utils/common.h
src/include/LightGBM/utils/array_args.h
src/include/LightGBM/utils/openmp_wrapper.h
src/include/LightGBM/utils/file_io.h
src/include/LightGBM/utils/text_reader.h
src/include/LightGBM/utils/threading.h
src/include/LightGBM/utils/chunked_array.hpp
src/include/LightGBM/utils/pipeline_reader.h
src/include/LightGBM/utils/log.h
src/include/LightGBM/utils/yamc/yamc_rwlock_sched.hpp
src/include/LightGBM/utils/yamc/alternate_shared_mutex.hpp
src/include/LightGBM/utils/yamc/yamc_shared_lock.hpp
src/include/LightGBM/fmt/format.h
src/include/LightGBM/fmt/compile.h
src/include/LightGBM/fmt/ranges.h
src/include/LightGBM/fmt/os.h
src/include/LightGBM/fmt/color.h
src/include/LightGBM/fmt/format-inl.h
src/include/LightGBM/fmt/ostream.h
src/include/LightGBM/fmt/posix.h
src/include/LightGBM/fmt/printf.h
src/include/LightGBM/fmt/locale.h
src/include/LightGBM/fmt/chrono.h
src/include/LightGBM/fmt/core.h
src/io/multi_val_dense_bin.hpp
src/io/json11.cpp
src/io/dataset_loader.cpp
src/io/file_io.cpp
src/io/config.cpp
src/io/tree.cpp
src/io/parser.hpp
src/io/dataset.cpp
src/io/dense_bin.hpp
src/io/multi_val_sparse_bin.hpp
src/io/parser.cpp
src/io/train_share_states.cpp
src/io/metadata.cpp
src/io/bin.cpp
src/io/sparse_bin.hpp
src/io/config_auto.cpp
src/treelearner/data_parallel_tree_learner.cpp
src/treelearner/linear_tree_learner.h
src/treelearner/data_partition.hpp
src/treelearner/feature_parallel_tree_learner.cpp
src/treelearner/cuda_tree_learner.cpp
src/treelearner/cuda_kernel_launcher.cu
src/treelearner/feature_histogram.hpp
src/treelearner/cuda_tree_learner.h
src/treelearner/gpu_tree_learner.h
src/treelearner/col_sampler.hpp
src/treelearner/split_info.hpp
src/treelearner/parallel_tree_learner.h
src/treelearner/gpu_tree_learner.cpp
src/treelearner/linear_tree_learner.cpp
src/treelearner/leaf_splits.hpp
src/treelearner/cost_effective_gradient_boosting.hpp
src/treelearner/tree_learner.cpp
src/treelearner/cuda_kernel_launcher.h
src/treelearner/serial_tree_learner.h
src/treelearner/voting_parallel_tree_learner.cpp
src/treelearner/serial_tree_learner.cpp
src/treelearner/monotone_constraints.hpp
src/treelearner/ocl/histogram16.cl
src/treelearner/ocl/histogram256.cl
src/treelearner/ocl/histogram64.cl
src/treelearner/kernels/histogram_16_64_256.cu
src/treelearner/kernels/histogram_16_64_256.hu
src/boosting/rf.hpp
src/boosting/boosting.cpp
src/boosting/dart.hpp
src/boosting/gbdt_prediction.cpp
src/boosting/goss.hpp
src/boosting/gbdt_model_text.cpp
src/boosting/gbdt.cpp
src/boosting/gbdt.h
src/boosting/score_updater.hpp
src/boosting/prediction_early_stop.cpp
src/objective/multiclass_objective.hpp
src/objective/binary_objective.hpp
src/objective/xentropy_objective.hpp
src/objective/rank_objective.hpp
src/objective/objective_function.cpp
src/objective/regression_objective.hpp
src/metric/xentropy_metric.hpp
src/metric/regression_metric.hpp
src/metric/multiclass_metric.hpp
src/metric/dcg_calculator.cpp
src/metric/map_metric.hpp
src/metric/rank_metric.hpp
src/metric/binary_metric.hpp
src/metric/metric.cpp
src/application/predictor.hpp
src/network/linkers.h
src/network/ifaddrs_patch.cpp
src/network/linkers_mpi.cpp
src/network/linker_topo.cpp
src/network/network.cpp
src/network/ifaddrs_patch.h
src/network/socket_wrapper.hpp
src/network/linkers_socket.cpp
demo/leaf_stability.R demo/efficient_many_training.R demo/weight_param.R demo/boost_from_prediction.R
demo/00Index
demo/basic_walkthrough.R demo/multiclass_custom_objective.R demo/multiclass.R demo/categorical_features_rules.R demo/cross_validation.R demo/early_stopping.R tests/testthat.R tests/testthat/test_learning_to_rank.R tests/testthat/test_basic.R tests/testthat/test_metrics.R tests/testthat/test_dataset.R tests/testthat/test_lgb.interprete.R tests/testthat/test_lgb.importance.R tests/testthat/test_parameters.R tests/testthat/test_weighted_loss.R tests/testthat/test_lgb.plot.interpretation.R tests/testthat/test_Predictor.R tests/testthat/Rplots.pdf tests/testthat/test_utils.R tests/testthat/test_custom_objective.R tests/testthat/test_lgb.plot.importance.R tests/testthat/test_lgb.convert_with_rules.R tests/testthat/test_lgb.Booster.R tests/testthat/test_lgb.unloader.R
data/agaricus.train.rda
data/bank.rda
data/agaricus.test.rda
man/lgb.cv.Rd man/lgb.importance.Rd man/lgb.Dataset.construct.Rd man/lgb_shared_params.Rd man/setinfo.Rd man/set_field.Rd man/lgb.model.dt.tree.Rd man/predict.lgb.Booster.Rd man/get_field.Rd man/lgb.convert_with_rules.Rd man/dim.Rd man/lgb.Dataset.Rd man/saveRDS.lgb.Booster.Rd man/bank.Rd man/lgb.Dataset.set.categorical.Rd man/dimnames.lgb.Dataset.Rd man/lgb.Dataset.save.Rd man/lgb.plot.interpretation.Rd man/lgb.save.Rd man/agaricus.train.Rd man/lgb_shared_dataset_params.Rd man/lightgbm.Rd man/lgb.unloader.Rd man/lgb.interprete.Rd man/slice.Rd man/lgb.get.eval.result.Rd man/lgb.load.Rd man/lgb.Dataset.set.reference.Rd man/lgb.plot.importance.Rd man/lgb.train.Rd man/lgb.Dataset.create.valid.Rd man/agaricus.test.Rd man/lgb.dump.Rd man/readRDS.lgb.Booster.Rd man/getinfo.Rd
man/figures/logo.svg
lightgbm documentation built on Oct. 10, 2022, 5:07 p.m.