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

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

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lightgbm
Light Gradient Boosting Machine

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lightgbm Light Gradient Boosting Machine

Files in lightgbm Light Gradient Boosting Machine

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lightgbm
Light Gradient Boosting Machine

Files in lightgbm
Light Gradient Boosting Machine