RcppMLPACK: 'Rcpp' Integration for the 'MLPACK' Library
Version 1.0.10-6

'MLPACK' is an intuitive, fast, scalable C++ machine learning library, meant to be a machine learning analog to 'LAPACK'. It aims to implement a wide array of machine learning methods and function as a Swiss army knife for machine learning researchers: 'MLPACK' is available from ; sources are included in the package.

AuthorQiang Kou, Ryan Curtin
Date of publication2016-12-30 10:12:11
MaintainerQiang Kou <qkou@umail.iu.edu>
LicenseLGPL (>= 2)
Version1.0.10-6
URL https://github.com/thirdwing/RcppMLPACK1 http://www.mlpack.org/
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("RcppMLPACK")

Getting started

Package overview
README.md

Popular man pages

mlKmeans: kmeans from MLPACK
RcppMLPACK-package: Rcpp Integration for MLPACK Library
RcppMLPACK.package.skeleton: Create a skeleton for a new package that intends to use...
See all...

All man pages Function index File listing

Man pages

mlKmeans: kmeans from MLPACK
RcppMLPACK-package: Rcpp Integration for MLPACK Library
RcppMLPACK.package.skeleton: Create a skeleton for a new package that intends to use...

Functions

CxxFlags Source code
LdFlags Source code
RcppMLPACK Man page
RcppMLPACK-package Man page
RcppMLPACK.package.skeleton Man page Source code
RcppMLPACK.system.file Source code
RcppMLPACKLdFlags Source code
RcppMLPACKLdPath Source code
inlineCxxPlugin Source code
mlKmeans Man page Source code
staticLinking Source code

Files

inst
inst/doc
inst/doc/RcppMLPACK-intro.pdf
inst/doc/RcppMLPACK-intro.Rnw
inst/skeleton
inst/skeleton/Makevars
inst/skeleton/kmeans.cpp
inst/skeleton/Makevars.win
inst/include
inst/include/mlpack
inst/include/mlpack/core
inst/include/mlpack/core/math
inst/include/mlpack/core/math/range_impl.hpp
inst/include/mlpack/core/math/round.hpp
inst/include/mlpack/core/math/random.hpp
inst/include/mlpack/core/math/lin_alg.hpp
inst/include/mlpack/core/math/clamp.hpp
inst/include/mlpack/core/math/range.hpp
inst/include/mlpack/core/data
inst/include/mlpack/core/data/load.hpp
inst/include/mlpack/core/data/save.hpp
inst/include/mlpack/core/data/save_impl.hpp
inst/include/mlpack/core/data/load_impl.hpp
inst/include/mlpack/core/data/normalize_labels_impl.hpp
inst/include/mlpack/core/data/normalize_labels.hpp
inst/include/mlpack/core/dists
inst/include/mlpack/core/dists/gaussian_distribution.hpp
inst/include/mlpack/core/dists/laplace_distribution.hpp
inst/include/mlpack/core/dists/discrete_distribution.hpp
inst/include/mlpack/core/metrics
inst/include/mlpack/core/metrics/lmetric_impl.hpp
inst/include/mlpack/core/metrics/ip_metric.hpp
inst/include/mlpack/core/metrics/ip_metric_impl.hpp
inst/include/mlpack/core/metrics/mahalanobis_distance_impl.hpp
inst/include/mlpack/core/metrics/mahalanobis_distance.hpp
inst/include/mlpack/core/metrics/lmetric.hpp
inst/include/mlpack/core/arma_extend
inst/include/mlpack/core/arma_extend/op_ccov_meat.hpp
inst/include/mlpack/core/arma_extend/traits.hpp
inst/include/mlpack/core/arma_extend/fn_inplace_reshape.hpp
inst/include/mlpack/core/arma_extend/op_ccov_proto.hpp
inst/include/mlpack/core/arma_extend/SpMat_extra_meat.hpp
inst/include/mlpack/core/arma_extend/glue_ccov_meat.hpp
inst/include/mlpack/core/arma_extend/typedef.hpp
inst/include/mlpack/core/arma_extend/promote_type.hpp
inst/include/mlpack/core/arma_extend/arma_extend.hpp
inst/include/mlpack/core/arma_extend/glue_ccov_proto.hpp
inst/include/mlpack/core/arma_extend/hdf5_misc.hpp
inst/include/mlpack/core/arma_extend/SpMat_extra_bones.hpp
inst/include/mlpack/core/arma_extend/fn_ccov.hpp
inst/include/mlpack/core/arma_extend/restrictors.hpp
inst/include/mlpack/core/tree
inst/include/mlpack/core/tree/ballbound.hpp
inst/include/mlpack/core/tree/statistic.hpp
inst/include/mlpack/core/tree/hrectbound.hpp
inst/include/mlpack/core/tree/mrkd_statistic_impl.hpp
inst/include/mlpack/core/tree/mrkd_statistic.hpp
inst/include/mlpack/core/tree/ballbound_impl.hpp
inst/include/mlpack/core/tree/rectangle_tree.hpp
inst/include/mlpack/core/tree/tree_traits.hpp
inst/include/mlpack/core/tree/cover_tree
inst/include/mlpack/core/tree/cover_tree/cover_tree_impl.hpp
inst/include/mlpack/core/tree/cover_tree/traits.hpp
inst/include/mlpack/core/tree/cover_tree/dual_tree_traverser.hpp
inst/include/mlpack/core/tree/cover_tree/first_point_is_root.hpp
inst/include/mlpack/core/tree/cover_tree/single_tree_traverser.hpp
inst/include/mlpack/core/tree/cover_tree/single_tree_traverser_impl.hpp
inst/include/mlpack/core/tree/cover_tree/cover_tree.hpp
inst/include/mlpack/core/tree/cover_tree/dual_tree_traverser_impl.hpp
inst/include/mlpack/core/tree/binary_space_tree
inst/include/mlpack/core/tree/binary_space_tree/mean_split.hpp
inst/include/mlpack/core/tree/binary_space_tree/mean_split_impl.hpp
inst/include/mlpack/core/tree/binary_space_tree/binary_space_tree_impl.hpp
inst/include/mlpack/core/tree/binary_space_tree/traits.hpp
inst/include/mlpack/core/tree/binary_space_tree/dual_tree_traverser.hpp
inst/include/mlpack/core/tree/binary_space_tree/binary_space_tree.hpp
inst/include/mlpack/core/tree/binary_space_tree/single_tree_traverser.hpp
inst/include/mlpack/core/tree/binary_space_tree/single_tree_traverser_impl.hpp
inst/include/mlpack/core/tree/binary_space_tree/dual_tree_traverser_impl.hpp
inst/include/mlpack/core/tree/traversal_info.hpp
inst/include/mlpack/core/tree/example_tree.hpp
inst/include/mlpack/core/tree/binary_space_tree.hpp
inst/include/mlpack/core/tree/bounds.hpp
inst/include/mlpack/core/tree/hrectbound_impl.hpp
inst/include/mlpack/core/tree/cover_tree.hpp
inst/include/mlpack/core/tree/cosine_tree
inst/include/mlpack/core/tree/cosine_tree/cosine_tree.hpp
inst/include/mlpack/core/optimizers
inst/include/mlpack/core/optimizers/aug_lagrangian
inst/include/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_test_functions.hpp
inst/include/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_function.hpp
inst/include/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_impl.hpp
inst/include/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_function_impl.hpp
inst/include/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian.hpp
inst/include/mlpack/core/optimizers/sgd
inst/include/mlpack/core/optimizers/sgd/test_function.hpp
inst/include/mlpack/core/optimizers/sgd/sgd_impl.hpp
inst/include/mlpack/core/optimizers/sgd/sgd.hpp
inst/include/mlpack/core/optimizers/sa
inst/include/mlpack/core/optimizers/sa/exponential_schedule.hpp
inst/include/mlpack/core/optimizers/sa/sa.hpp
inst/include/mlpack/core/optimizers/sa/sa_impl.hpp
inst/include/mlpack/core/optimizers/lbfgs
inst/include/mlpack/core/optimizers/lbfgs/lbfgs.hpp
inst/include/mlpack/core/optimizers/lbfgs/test_functions.hpp
inst/include/mlpack/core/optimizers/lbfgs/lbfgs_impl.hpp
inst/include/mlpack/core/optimizers/lrsdp
inst/include/mlpack/core/optimizers/lrsdp/lrsdp.hpp
inst/include/mlpack/core/optimizers/lrsdp/lrsdp_function.hpp
inst/include/mlpack/core/kernels
inst/include/mlpack/core/kernels/triangular_kernel.hpp
inst/include/mlpack/core/kernels/epanechnikov_kernel_impl.hpp
inst/include/mlpack/core/kernels/example_kernel.hpp
inst/include/mlpack/core/kernels/polynomial_kernel.hpp
inst/include/mlpack/core/kernels/laplacian_kernel.hpp
inst/include/mlpack/core/kernels/kernel_traits.hpp
inst/include/mlpack/core/kernels/epanechnikov_kernel.hpp
inst/include/mlpack/core/kernels/spherical_kernel.hpp
inst/include/mlpack/core/kernels/gaussian_kernel.hpp
inst/include/mlpack/core/kernels/cosine_distance_impl.hpp
inst/include/mlpack/core/kernels/cosine_distance.hpp
inst/include/mlpack/core/kernels/linear_kernel.hpp
inst/include/mlpack/core/kernels/hyperbolic_tangent_kernel.hpp
inst/include/mlpack/core/kernels/pspectrum_string_kernel_impl.hpp
inst/include/mlpack/core/kernels/pspectrum_string_kernel.hpp
inst/include/mlpack/core/util
inst/include/mlpack/core/util/option_impl.hpp
inst/include/mlpack/core/util/option.hpp
inst/include/mlpack/core/util/arma_traits.hpp
inst/include/mlpack/core/util/prefixedoutstream.hpp
inst/include/mlpack/core/util/sfinae_utility.hpp
inst/include/mlpack/core/util/version.hpp
inst/include/mlpack/core/util/prefixedoutstream_impl.hpp
inst/include/mlpack/core/util/string_util.hpp
inst/include/mlpack/core/util/nulloutstream.hpp
inst/include/mlpack/core/util/timers.hpp
inst/include/mlpack/methods
inst/include/mlpack/methods/neighbor_search
inst/include/mlpack/methods/neighbor_search/neighbor_search_impl.hpp
inst/include/mlpack/methods/neighbor_search/neighbor_search_rules.hpp
inst/include/mlpack/methods/neighbor_search/sort_policies
inst/include/mlpack/methods/neighbor_search/sort_policies/nearest_neighbor_sort_impl.hpp
inst/include/mlpack/methods/neighbor_search/sort_policies/furthest_neighbor_sort_impl.hpp
inst/include/mlpack/methods/neighbor_search/sort_policies/nearest_neighbor_sort.hpp
inst/include/mlpack/methods/neighbor_search/sort_policies/furthest_neighbor_sort.hpp
inst/include/mlpack/methods/neighbor_search/ns_traversal_info.hpp
inst/include/mlpack/methods/neighbor_search/neighbor_search.hpp
inst/include/mlpack/methods/neighbor_search/typedef.hpp
inst/include/mlpack/methods/neighbor_search/unmap.hpp
inst/include/mlpack/methods/neighbor_search/neighbor_search_stat.hpp
inst/include/mlpack/methods/neighbor_search/neighbor_search_rules_impl.hpp
inst/include/mlpack/methods/mvu
inst/include/mlpack/methods/mvu/mvu.hpp
inst/include/mlpack/methods/gmm
inst/include/mlpack/methods/gmm/gmm_impl.hpp
inst/include/mlpack/methods/gmm/em_fit.hpp
inst/include/mlpack/methods/gmm/no_constraint.hpp
inst/include/mlpack/methods/gmm/positive_definite_constraint.hpp
inst/include/mlpack/methods/gmm/phi.hpp
inst/include/mlpack/methods/gmm/diagonal_constraint.hpp
inst/include/mlpack/methods/gmm/eigenvalue_ratio_constraint.hpp
inst/include/mlpack/methods/gmm/em_fit_impl.hpp
inst/include/mlpack/methods/gmm/gmm.hpp
inst/include/mlpack/methods/det
inst/include/mlpack/methods/det/dt_utils.hpp
inst/include/mlpack/methods/det/dtree.hpp
inst/include/mlpack/methods/hmm
inst/include/mlpack/methods/hmm/hmm_util.hpp
inst/include/mlpack/methods/hmm/hmm_impl.hpp
inst/include/mlpack/methods/hmm/hmm.hpp
inst/include/mlpack/methods/hmm/hmm_util_impl.hpp
inst/include/mlpack/methods/decision_stump
inst/include/mlpack/methods/decision_stump/decision_stump_impl.hpp
inst/include/mlpack/methods/decision_stump/decision_stump.hpp
inst/include/mlpack/methods/logistic_regression
inst/include/mlpack/methods/logistic_regression/logistic_regression.hpp
inst/include/mlpack/methods/logistic_regression/logistic_regression_function.hpp
inst/include/mlpack/methods/logistic_regression/logistic_regression_impl.hpp
inst/include/mlpack/methods/quic_svd
inst/include/mlpack/methods/quic_svd/quic_svd_impl.hpp
inst/include/mlpack/methods/quic_svd/quic_svd.hpp
inst/include/mlpack/methods/radical
inst/include/mlpack/methods/radical/radical.hpp
inst/include/mlpack/methods/local_coordinate_coding
inst/include/mlpack/methods/local_coordinate_coding/lcc_impl.hpp
inst/include/mlpack/methods/local_coordinate_coding/lcc.hpp
inst/include/mlpack/methods/regularized_svd
inst/include/mlpack/methods/regularized_svd/regularized_svd.hpp
inst/include/mlpack/methods/regularized_svd/regularized_svd_impl.hpp
inst/include/mlpack/methods/regularized_svd/regularized_svd_function.hpp
inst/include/mlpack/methods/nystroem_method
inst/include/mlpack/methods/nystroem_method/ordered_selection.hpp
inst/include/mlpack/methods/nystroem_method/nystroem_method.hpp
inst/include/mlpack/methods/nystroem_method/random_selection.hpp
inst/include/mlpack/methods/nystroem_method/nystroem_method_impl.hpp
inst/include/mlpack/methods/nystroem_method/kmeans_selection.hpp
inst/include/mlpack/methods/fastmks
inst/include/mlpack/methods/fastmks/fastmks_rules_impl.hpp
inst/include/mlpack/methods/fastmks/fastmks_impl.hpp
inst/include/mlpack/methods/fastmks/fastmks_rules.hpp
inst/include/mlpack/methods/fastmks/fastmks.hpp
inst/include/mlpack/methods/fastmks/fastmks_stat.hpp
inst/include/mlpack/methods/emst
inst/include/mlpack/methods/emst/union_find.hpp
inst/include/mlpack/methods/emst/dtb_stat.hpp
inst/include/mlpack/methods/emst/edge_pair.hpp
inst/include/mlpack/methods/emst/dtb_rules.hpp
inst/include/mlpack/methods/emst/dtb_impl.hpp
inst/include/mlpack/methods/emst/dtb_rules_impl.hpp
inst/include/mlpack/methods/emst/dtb.hpp
inst/include/mlpack/methods/kmeans
inst/include/mlpack/methods/kmeans/refined_start_impl.hpp
inst/include/mlpack/methods/kmeans/kmeans_impl.hpp
inst/include/mlpack/methods/kmeans/kmeans.hpp
inst/include/mlpack/methods/kmeans/max_variance_new_cluster_impl.hpp
inst/include/mlpack/methods/kmeans/max_variance_new_cluster.hpp
inst/include/mlpack/methods/kmeans/refined_start.hpp
inst/include/mlpack/methods/kmeans/allow_empty_clusters.hpp
inst/include/mlpack/methods/kmeans/random_partition.hpp
inst/include/mlpack/methods/linear_regression
inst/include/mlpack/methods/linear_regression/linear_regression.hpp
inst/include/mlpack/methods/lsh
inst/include/mlpack/methods/lsh/lsh_search_impl.hpp
inst/include/mlpack/methods/lsh/lsh_search.hpp
inst/include/mlpack/methods/rann
inst/include/mlpack/methods/rann/ra_search_rules.hpp
inst/include/mlpack/methods/rann/ra_query_stat.hpp
inst/include/mlpack/methods/rann/ra_search_rules_impl.hpp
inst/include/mlpack/methods/rann/ra_typedef.hpp
inst/include/mlpack/methods/rann/ra_search.hpp
inst/include/mlpack/methods/rann/ra_search_impl.hpp
inst/include/mlpack/methods/lars
inst/include/mlpack/methods/lars/lars.hpp
inst/include/mlpack/methods/cf
inst/include/mlpack/methods/cf/cf.hpp
inst/include/mlpack/methods/cf/cf_impl.hpp
inst/include/mlpack/methods/kernel_pca
inst/include/mlpack/methods/kernel_pca/kernel_rules
inst/include/mlpack/methods/kernel_pca/kernel_rules/nystroem_method.hpp
inst/include/mlpack/methods/kernel_pca/kernel_rules/naive_method.hpp
inst/include/mlpack/methods/kernel_pca/kernel_pca_impl.hpp
inst/include/mlpack/methods/kernel_pca/kernel_pca.hpp
inst/include/mlpack/methods/nca
inst/include/mlpack/methods/nca/nca_impl.hpp
inst/include/mlpack/methods/nca/nca_softmax_error_function.hpp
inst/include/mlpack/methods/nca/nca.hpp
inst/include/mlpack/methods/nca/nca_softmax_error_function_impl.hpp
inst/include/mlpack/methods/naive_bayes
inst/include/mlpack/methods/naive_bayes/naive_bayes_classifier_impl.hpp
inst/include/mlpack/methods/naive_bayes/naive_bayes_classifier.hpp
inst/include/mlpack/methods/amf
inst/include/mlpack/methods/amf/termination_policies
inst/include/mlpack/methods/amf/termination_policies/complete_incremental.hpp
inst/include/mlpack/methods/amf/termination_policies/validation_RMSE_termination.hpp
inst/include/mlpack/methods/amf/termination_policies/simple_residue_termination.hpp
inst/include/mlpack/methods/amf/termination_policies/complete_incremental_termination.hpp
inst/include/mlpack/methods/amf/termination_policies/simple_tolerance_termination.hpp
inst/include/mlpack/methods/amf/termination_policies/incomplete_incremental.hpp
inst/include/mlpack/methods/amf/amf.hpp
inst/include/mlpack/methods/amf/init_rules
inst/include/mlpack/methods/amf/init_rules/random_init.hpp
inst/include/mlpack/methods/amf/init_rules/random_acol_init.hpp
inst/include/mlpack/methods/amf/amf_impl.hpp
inst/include/mlpack/methods/amf/update_rules
inst/include/mlpack/methods/amf/update_rules/svd_complete_incremental_learning.hpp
inst/include/mlpack/methods/amf/update_rules/nmf_mult_div.hpp
inst/include/mlpack/methods/amf/update_rules/nmf_als.hpp
inst/include/mlpack/methods/amf/update_rules/nmf_mult_dist.hpp
inst/include/mlpack/methods/amf/update_rules/svd_batch_learning.hpp
inst/include/mlpack/methods/amf/update_rules/svd_incomplete_incremental_learning.hpp
inst/include/mlpack/methods/range_search
inst/include/mlpack/methods/range_search/range_search.hpp
inst/include/mlpack/methods/range_search/range_search_rules_impl.hpp
inst/include/mlpack/methods/range_search/range_search_impl.hpp
inst/include/mlpack/methods/range_search/range_search_rules.hpp
inst/include/mlpack/methods/range_search/range_search_stat.hpp
inst/include/mlpack/methods/perceptron
inst/include/mlpack/methods/perceptron/perceptron_impl.hpp
inst/include/mlpack/methods/perceptron/initialization_methods
inst/include/mlpack/methods/perceptron/initialization_methods/random_init.hpp
inst/include/mlpack/methods/perceptron/initialization_methods/zero_init.hpp
inst/include/mlpack/methods/perceptron/learning_policies
inst/include/mlpack/methods/perceptron/learning_policies/simple_weight_update.hpp
inst/include/mlpack/methods/perceptron/perceptron.hpp
inst/include/mlpack/methods/sparse_coding
inst/include/mlpack/methods/sparse_coding/sparse_coding.hpp
inst/include/mlpack/methods/sparse_coding/random_initializer.hpp
inst/include/mlpack/methods/sparse_coding/nothing_initializer.hpp
inst/include/mlpack/methods/sparse_coding/sparse_coding_impl.hpp
inst/include/mlpack/methods/sparse_coding/data_dependent_random_initializer.hpp
inst/include/mlpack/methods/pca
inst/include/mlpack/methods/pca/pca.hpp
inst/include/mlpack/methods/sparse_autoencoder
inst/include/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp
inst/include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp
inst/include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp
inst/include/mlpack/prereqs.hpp
inst/include/mlpack/core.hpp
inst/include/RcppMLPACK.h
configure.ac
src
src/Makevars
src/kmeans.cpp
src/mlpack
src/mlpack/core
src/mlpack/core/math
src/mlpack/core/math/range_impl.hpp
src/mlpack/core/math/round.hpp
src/mlpack/core/math/random.cpp
src/mlpack/core/math/random.hpp
src/mlpack/core/math/lin_alg.cpp
src/mlpack/core/math/lin_alg.hpp
src/mlpack/core/math/clamp.hpp
src/mlpack/core/math/range.hpp
src/mlpack/core/data
src/mlpack/core/data/load.hpp
src/mlpack/core/data/save.hpp
src/mlpack/core/data/save_impl.hpp
src/mlpack/core/data/load_impl.hpp
src/mlpack/core/data/normalize_labels_impl.hpp
src/mlpack/core/data/normalize_labels.hpp
src/mlpack/core/dists
src/mlpack/core/dists/gaussian_distribution.hpp
src/mlpack/core/dists/discrete_distribution.cpp
src/mlpack/core/dists/laplace_distribution.hpp
src/mlpack/core/dists/discrete_distribution.hpp
src/mlpack/core/dists/gaussian_distribution.cpp
src/mlpack/core/dists/laplace_distribution.cpp
src/mlpack/core/metrics
src/mlpack/core/metrics/lmetric_impl.hpp
src/mlpack/core/metrics/ip_metric.hpp
src/mlpack/core/metrics/ip_metric_impl.hpp
src/mlpack/core/metrics/mahalanobis_distance_impl.hpp
src/mlpack/core/metrics/mahalanobis_distance.hpp
src/mlpack/core/metrics/lmetric.hpp
src/mlpack/core/arma_extend
src/mlpack/core/arma_extend/op_ccov_meat.hpp
src/mlpack/core/arma_extend/traits.hpp
src/mlpack/core/arma_extend/fn_inplace_reshape.hpp
src/mlpack/core/arma_extend/op_ccov_proto.hpp
src/mlpack/core/arma_extend/SpMat_extra_meat.hpp
src/mlpack/core/arma_extend/glue_ccov_meat.hpp
src/mlpack/core/arma_extend/typedef.hpp
src/mlpack/core/arma_extend/promote_type.hpp
src/mlpack/core/arma_extend/arma_extend.hpp
src/mlpack/core/arma_extend/glue_ccov_proto.hpp
src/mlpack/core/arma_extend/hdf5_misc.hpp
src/mlpack/core/arma_extend/SpMat_extra_bones.hpp
src/mlpack/core/arma_extend/fn_ccov.hpp
src/mlpack/core/arma_extend/restrictors.hpp
src/mlpack/core/tree
src/mlpack/core/tree/ballbound.hpp
src/mlpack/core/tree/statistic.hpp
src/mlpack/core/tree/hrectbound.hpp
src/mlpack/core/tree/mrkd_statistic_impl.hpp
src/mlpack/core/tree/mrkd_statistic.hpp
src/mlpack/core/tree/ballbound_impl.hpp
src/mlpack/core/tree/rectangle_tree.hpp
src/mlpack/core/tree/tree_traits.hpp
src/mlpack/core/tree/cover_tree
src/mlpack/core/tree/cover_tree/cover_tree_impl.hpp
src/mlpack/core/tree/cover_tree/traits.hpp
src/mlpack/core/tree/cover_tree/dual_tree_traverser.hpp
src/mlpack/core/tree/cover_tree/first_point_is_root.hpp
src/mlpack/core/tree/cover_tree/single_tree_traverser.hpp
src/mlpack/core/tree/cover_tree/single_tree_traverser_impl.hpp
src/mlpack/core/tree/cover_tree/cover_tree.hpp
src/mlpack/core/tree/cover_tree/dual_tree_traverser_impl.hpp
src/mlpack/core/tree/binary_space_tree
src/mlpack/core/tree/binary_space_tree/mean_split.hpp
src/mlpack/core/tree/binary_space_tree/mean_split_impl.hpp
src/mlpack/core/tree/binary_space_tree/binary_space_tree_impl.hpp
src/mlpack/core/tree/binary_space_tree/traits.hpp
src/mlpack/core/tree/binary_space_tree/dual_tree_traverser.hpp
src/mlpack/core/tree/binary_space_tree/binary_space_tree.hpp
src/mlpack/core/tree/binary_space_tree/single_tree_traverser.hpp
src/mlpack/core/tree/binary_space_tree/single_tree_traverser_impl.hpp
src/mlpack/core/tree/binary_space_tree/dual_tree_traverser_impl.hpp
src/mlpack/core/tree/mrkd_statistic.cpp
src/mlpack/core/tree/traversal_info.hpp
src/mlpack/core/tree/example_tree.hpp
src/mlpack/core/tree/binary_space_tree.hpp
src/mlpack/core/tree/bounds.hpp
src/mlpack/core/tree/hrectbound_impl.hpp
src/mlpack/core/tree/cover_tree.hpp
src/mlpack/core/tree/cosine_tree
src/mlpack/core/tree/cosine_tree/cosine_tree.hpp
src/mlpack/core/tree/cosine_tree/cosine_tree.cpp
src/mlpack/core/optimizers
src/mlpack/core/optimizers/aug_lagrangian
src/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_test_functions.cpp
src/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_test_functions.hpp
src/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_function.hpp
src/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_impl.hpp
src/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian_function_impl.hpp
src/mlpack/core/optimizers/aug_lagrangian/aug_lagrangian.hpp
src/mlpack/core/optimizers/sgd
src/mlpack/core/optimizers/sgd/test_function.hpp
src/mlpack/core/optimizers/sgd/sgd_impl.hpp
src/mlpack/core/optimizers/sgd/test_function.cpp
src/mlpack/core/optimizers/sgd/sgd.hpp
src/mlpack/core/optimizers/sa
src/mlpack/core/optimizers/sa/exponential_schedule.hpp
src/mlpack/core/optimizers/sa/sa.hpp
src/mlpack/core/optimizers/sa/sa_impl.hpp
src/mlpack/core/optimizers/lbfgs
src/mlpack/core/optimizers/lbfgs/test_functions.cpp
src/mlpack/core/optimizers/lbfgs/lbfgs.hpp
src/mlpack/core/optimizers/lbfgs/test_functions.hpp
src/mlpack/core/optimizers/lbfgs/lbfgs_impl.hpp
src/mlpack/core/optimizers/lrsdp
src/mlpack/core/optimizers/lrsdp/lrsdp.cpp
src/mlpack/core/optimizers/lrsdp/lrsdp.hpp
src/mlpack/core/optimizers/lrsdp/lrsdp_function.hpp
src/mlpack/core/optimizers/lrsdp/lrsdp_function.cpp
src/mlpack/core/kernels
src/mlpack/core/kernels/triangular_kernel.hpp
src/mlpack/core/kernels/epanechnikov_kernel_impl.hpp
src/mlpack/core/kernels/example_kernel.hpp
src/mlpack/core/kernels/polynomial_kernel.hpp
src/mlpack/core/kernels/laplacian_kernel.hpp
src/mlpack/core/kernels/kernel_traits.hpp
src/mlpack/core/kernels/epanechnikov_kernel.hpp
src/mlpack/core/kernels/epanechnikov_kernel.cpp
src/mlpack/core/kernels/spherical_kernel.hpp
src/mlpack/core/kernels/gaussian_kernel.hpp
src/mlpack/core/kernels/cosine_distance_impl.hpp
src/mlpack/core/kernels/cosine_distance.hpp
src/mlpack/core/kernels/linear_kernel.hpp
src/mlpack/core/kernels/hyperbolic_tangent_kernel.hpp
src/mlpack/core/kernels/pspectrum_string_kernel.cpp
src/mlpack/core/kernels/pspectrum_string_kernel_impl.hpp
src/mlpack/core/kernels/pspectrum_string_kernel.hpp
src/mlpack/core/util
src/mlpack/core/util/prefixedoutstream.cpp
src/mlpack/core/util/string_util.cpp
src/mlpack/core/util/option_impl.hpp
src/mlpack/core/util/option.hpp
src/mlpack/core/util/arma_traits.hpp
src/mlpack/core/util/prefixedoutstream.hpp
src/mlpack/core/util/timers.cpp
src/mlpack/core/util/sfinae_utility.hpp
src/mlpack/core/util/version.hpp
src/mlpack/core/util/prefixedoutstream_impl.hpp
src/mlpack/core/util/string_util.hpp
src/mlpack/core/util/nulloutstream.hpp
src/mlpack/core/util/option.cpp
src/mlpack/core/util/timers.hpp
src/mlpack/core/util/version.cpp
src/mlpack/methods
src/mlpack/methods/neighbor_search
src/mlpack/methods/neighbor_search/neighbor_search_impl.hpp
src/mlpack/methods/neighbor_search/neighbor_search_rules.hpp
src/mlpack/methods/neighbor_search/sort_policies
src/mlpack/methods/neighbor_search/sort_policies/nearest_neighbor_sort_impl.hpp
src/mlpack/methods/neighbor_search/sort_policies/nearest_neighbor_sort.cpp
src/mlpack/methods/neighbor_search/sort_policies/furthest_neighbor_sort.cpp
src/mlpack/methods/neighbor_search/sort_policies/furthest_neighbor_sort_impl.hpp
src/mlpack/methods/neighbor_search/sort_policies/nearest_neighbor_sort.hpp
src/mlpack/methods/neighbor_search/sort_policies/furthest_neighbor_sort.hpp
src/mlpack/methods/neighbor_search/unmap.cpp
src/mlpack/methods/neighbor_search/ns_traversal_info.hpp
src/mlpack/methods/neighbor_search/neighbor_search.hpp
src/mlpack/methods/neighbor_search/typedef.hpp
src/mlpack/methods/neighbor_search/unmap.hpp
src/mlpack/methods/neighbor_search/neighbor_search_stat.hpp
src/mlpack/methods/neighbor_search/neighbor_search_rules_impl.hpp
src/mlpack/methods/mvu
src/mlpack/methods/mvu/mvu.cpp
src/mlpack/methods/mvu/mvu.hpp
src/mlpack/methods/gmm
src/mlpack/methods/gmm/gmm_impl.hpp
src/mlpack/methods/gmm/em_fit.hpp
src/mlpack/methods/gmm/no_constraint.hpp
src/mlpack/methods/gmm/positive_definite_constraint.hpp
src/mlpack/methods/gmm/phi.hpp
src/mlpack/methods/gmm/diagonal_constraint.hpp
src/mlpack/methods/gmm/eigenvalue_ratio_constraint.hpp
src/mlpack/methods/gmm/em_fit_impl.hpp
src/mlpack/methods/gmm/gmm.hpp
src/mlpack/methods/det
src/mlpack/methods/det/dtree.cpp
src/mlpack/methods/det/dt_utils.hpp
src/mlpack/methods/det/dt_utils.cpp
src/mlpack/methods/det/dtree.hpp
src/mlpack/methods/hmm
src/mlpack/methods/hmm/hmm_util.hpp
src/mlpack/methods/hmm/hmm_impl.hpp
src/mlpack/methods/hmm/hmm.hpp
src/mlpack/methods/hmm/hmm_util_impl.hpp
src/mlpack/methods/decision_stump
src/mlpack/methods/decision_stump/decision_stump_impl.hpp
src/mlpack/methods/decision_stump/decision_stump.hpp
src/mlpack/methods/logistic_regression
src/mlpack/methods/logistic_regression/logistic_regression_function.cpp
src/mlpack/methods/logistic_regression/logistic_regression.hpp
src/mlpack/methods/logistic_regression/logistic_regression_function.hpp
src/mlpack/methods/logistic_regression/logistic_regression_impl.hpp
src/mlpack/methods/quic_svd
src/mlpack/methods/quic_svd/quic_svd_impl.hpp
src/mlpack/methods/quic_svd/quic_svd.hpp
src/mlpack/methods/radical
src/mlpack/methods/radical/radical.cpp
src/mlpack/methods/radical/radical.hpp
src/mlpack/methods/local_coordinate_coding
src/mlpack/methods/local_coordinate_coding/lcc_impl.hpp
src/mlpack/methods/local_coordinate_coding/lcc.hpp
src/mlpack/methods/regularized_svd
src/mlpack/methods/regularized_svd/regularized_svd.hpp
src/mlpack/methods/regularized_svd/regularized_svd_impl.hpp
src/mlpack/methods/regularized_svd/regularized_svd_function.cpp
src/mlpack/methods/regularized_svd/regularized_svd_function.hpp
src/mlpack/methods/nystroem_method
src/mlpack/methods/nystroem_method/ordered_selection.hpp
src/mlpack/methods/nystroem_method/nystroem_method.hpp
src/mlpack/methods/nystroem_method/random_selection.hpp
src/mlpack/methods/nystroem_method/nystroem_method_impl.hpp
src/mlpack/methods/nystroem_method/kmeans_selection.hpp
src/mlpack/methods/fastmks
src/mlpack/methods/fastmks/fastmks_rules_impl.hpp
src/mlpack/methods/fastmks/fastmks_impl.hpp
src/mlpack/methods/fastmks/fastmks_rules.hpp
src/mlpack/methods/fastmks/fastmks.hpp
src/mlpack/methods/fastmks/fastmks_stat.hpp
src/mlpack/methods/emst
src/mlpack/methods/emst/union_find.hpp
src/mlpack/methods/emst/dtb_stat.hpp
src/mlpack/methods/emst/edge_pair.hpp
src/mlpack/methods/emst/dtb_rules.hpp
src/mlpack/methods/emst/dtb_impl.hpp
src/mlpack/methods/emst/dtb_rules_impl.hpp
src/mlpack/methods/emst/dtb.hpp
src/mlpack/methods/kmeans
src/mlpack/methods/kmeans/refined_start_impl.hpp
src/mlpack/methods/kmeans/kmeans_impl.hpp
src/mlpack/methods/kmeans/kmeans.hpp
src/mlpack/methods/kmeans/max_variance_new_cluster_impl.hpp
src/mlpack/methods/kmeans/max_variance_new_cluster.hpp
src/mlpack/methods/kmeans/refined_start.hpp
src/mlpack/methods/kmeans/allow_empty_clusters.hpp
src/mlpack/methods/kmeans/random_partition.hpp
src/mlpack/methods/linear_regression
src/mlpack/methods/linear_regression/linear_regression.cpp
src/mlpack/methods/linear_regression/linear_regression.hpp
src/mlpack/methods/lsh
src/mlpack/methods/lsh/lsh_search_impl.hpp
src/mlpack/methods/lsh/lsh_search.hpp
src/mlpack/methods/rann
src/mlpack/methods/rann/ra_search_rules.hpp
src/mlpack/methods/rann/ra_query_stat.hpp
src/mlpack/methods/rann/ra_search_rules_impl.hpp
src/mlpack/methods/rann/ra_typedef.hpp
src/mlpack/methods/rann/ra_search.hpp
src/mlpack/methods/rann/ra_search_impl.hpp
src/mlpack/methods/lars
src/mlpack/methods/lars/lars.hpp
src/mlpack/methods/lars/lars.cpp
src/mlpack/methods/cf
src/mlpack/methods/cf/cf.hpp
src/mlpack/methods/cf/cf_impl.hpp
src/mlpack/methods/kernel_pca
src/mlpack/methods/kernel_pca/kernel_rules
src/mlpack/methods/kernel_pca/kernel_rules/nystroem_method.hpp
src/mlpack/methods/kernel_pca/kernel_rules/naive_method.hpp
src/mlpack/methods/kernel_pca/kernel_pca_impl.hpp
src/mlpack/methods/kernel_pca/kernel_pca.hpp
src/mlpack/methods/nca
src/mlpack/methods/nca/nca_impl.hpp
src/mlpack/methods/nca/nca_softmax_error_function.hpp
src/mlpack/methods/nca/nca.hpp
src/mlpack/methods/nca/nca_softmax_error_function_impl.hpp
src/mlpack/methods/naive_bayes
src/mlpack/methods/naive_bayes/naive_bayes_classifier_impl.hpp
src/mlpack/methods/naive_bayes/naive_bayes_classifier.hpp
src/mlpack/methods/amf
src/mlpack/methods/amf/termination_policies
src/mlpack/methods/amf/termination_policies/validation_RMSE_termination.hpp
src/mlpack/methods/amf/termination_policies/incomplete_incremental_termination.hpp
src/mlpack/methods/amf/termination_policies/simple_residue_termination.hpp
src/mlpack/methods/amf/termination_policies/complete_incremental_termination.hpp
src/mlpack/methods/amf/termination_policies/simple_tolerance_termination.hpp
src/mlpack/methods/amf/amf.hpp
src/mlpack/methods/amf/init_rules
src/mlpack/methods/amf/init_rules/random_init.hpp
src/mlpack/methods/amf/init_rules/random_acol_init.hpp
src/mlpack/methods/amf/amf_impl.hpp
src/mlpack/methods/amf/update_rules
src/mlpack/methods/amf/update_rules/svd_complete_incremental_learning.hpp
src/mlpack/methods/amf/update_rules/nmf_mult_div.hpp
src/mlpack/methods/amf/update_rules/nmf_als.hpp
src/mlpack/methods/amf/update_rules/nmf_mult_dist.hpp
src/mlpack/methods/amf/update_rules/svd_batch_learning.hpp
src/mlpack/methods/amf/update_rules/svd_incomplete_incremental_learning.hpp
src/mlpack/methods/range_search
src/mlpack/methods/range_search/range_search.hpp
src/mlpack/methods/range_search/range_search_rules_impl.hpp
src/mlpack/methods/range_search/range_search_impl.hpp
src/mlpack/methods/range_search/range_search_rules.hpp
src/mlpack/methods/range_search/range_search_stat.hpp
src/mlpack/methods/perceptron
src/mlpack/methods/perceptron/perceptron_impl.hpp
src/mlpack/methods/perceptron/initialization_methods
src/mlpack/methods/perceptron/initialization_methods/random_init.hpp
src/mlpack/methods/perceptron/initialization_methods/zero_init.hpp
src/mlpack/methods/perceptron/learning_policies
src/mlpack/methods/perceptron/learning_policies/simple_weight_update.hpp
src/mlpack/methods/perceptron/perceptron.hpp
src/mlpack/methods/sparse_coding
src/mlpack/methods/sparse_coding/sparse_coding.hpp
src/mlpack/methods/sparse_coding/random_initializer.hpp
src/mlpack/methods/sparse_coding/nothing_initializer.hpp
src/mlpack/methods/sparse_coding/sparse_coding_impl.hpp
src/mlpack/methods/sparse_coding/data_dependent_random_initializer.hpp
src/mlpack/methods/pca
src/mlpack/methods/pca/pca.hpp
src/mlpack/methods/pca/pca.cpp
src/mlpack/methods/sparse_autoencoder
src/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp
src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.cpp
src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp
src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp
src/mlpack/prereqs.hpp
src/mlpack/core.hpp
src/Makevars.win
src/RcppExports.cpp
src/RcppMLPACK.h
NAMESPACE
R
R/RcppMLPACK.package.skeleton.R
R/inline.R
R/fun.R
R/flags.R
vignettes
vignettes/ref.bib
vignettes/RcppMLPACK-intro.Rnw
README.md
MD5
build
build/vignette.rds
DESCRIPTION
configure
man
man/mlKmeans.Rd
man/RcppMLPACK.package.skeleton.Rd
man/RcppMLPACK-package.Rd
cleanup
RcppMLPACK documentation built on May 19, 2017, 7:03 a.m.

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