[ol7_developer_EPEL] mlpack-devel-2.2.5-4.el7.aarch64

Name:	mlpack-devel
Version:	2.2.5
Release:	4.el7
Architecture:	aarch64
Group:	System Environment/Libraries
Size:	3048193
License:	LGPLv3+
RPM:	mlpack-devel-2.2.5-4.el7.aarch64.rpm
Source RPM:	mlpack-2.2.5-4.el7.src.rpm
Build Date:	Tue Sep 11 2018
Build Host:	ca-buildarm03.us.oracle.com
Vendor:	Oracle America
URL:	http://www.mlpack.org
Summary:	Development headers for mlpack (C++ machine learning library)
Description:	mlpack is a C++ machine learning library with emphasis on scalability, speed, and ease-of-use. Its aim is to make machine learning possible for novice users by means of a simple, consistent API, while simultaneously exploiting C++ language features to provide maximum performance and maximum flexibility for expert users. mlpack outperforms competing machine learning libraries by large margins. This package provides the headers to compile applications against mlpack.

Filelist (Show Changelog) (Show related packages)

/
- usr
  - include
    
    mlpack
    
    core
    
    arma_extend
    
    Cube_extra_bones.hpp
    
    Cube_extra_meat.hpp
    
    Mat_extra_bones.hpp
    
    Mat_extra_meat.hpp
    
    SpMat_extra_bones.hpp
    
    SpMat_extra_meat.hpp
    
    arma_extend.hpp
    
    fn_ccov.hpp
    
    fn_ind2sub.hpp
    
    fn_inplace_reshape.hpp
    
    glue_ccov_meat.hpp
    
    glue_ccov_proto.hpp
    
    hdf5_misc.hpp
    
    op_ccov_meat.hpp
    
    op_ccov_proto.hpp
    
    operator_minus.hpp
    
    boost_backport
    
    bernoulli.hpp
    
    boost_backport.hpp
    
    detail
    
    bernoulli_details.hpp
    
    polygamma.hpp
    
    unchecked_bernoulli.hpp
    
    math_fwd.hpp
    
    policy.hpp
    
    polygamma.hpp
    
    trigamma.hpp
    
    unordered_collections_load_imp.hpp
    
    unordered_collections_save_imp.hpp
    
    unordered_map.hpp
    
    data
    
    binarize.hpp
    
    dataset_mapper.hpp
    
    dataset_mapper_impl.hpp
    
    extension.hpp
    
    format.hpp
    
    imputation_methods
    
    custom_imputation.hpp
    
    listwise_deletion.hpp
    
    mean_imputation.hpp
    
    median_imputation.hpp
    
    imputer.hpp
    
    load.hpp
    
    load_arff.hpp
    
    load_arff_impl.hpp
    
    load_csv.hpp
    
    load_impl.hpp
    
    load_model_impl.hpp
    
    map_policies
    
    datatype.hpp
    
    increment_policy.hpp
    
    missing_policy.hpp
    
    normalize_labels.hpp
    
    normalize_labels_impl.hpp
    
    save.hpp
    
    save_impl.hpp
    
    serialization_shim.hpp
    
    serialization_template_version.hpp
    
    split_data.hpp
    
    dists
    
    discrete_distribution.hpp
    
    gamma_distribution.hpp
    
    gaussian_distribution.hpp
    
    laplace_distribution.hpp
    
    regression_distribution.hpp
    
    kernels
    
    cosine_distance.hpp
    
    cosine_distance_impl.hpp
    
    epanechnikov_kernel.hpp
    
    epanechnikov_kernel_impl.hpp
    
    example_kernel.hpp
    
    gaussian_kernel.hpp
    
    hyperbolic_tangent_kernel.hpp
    
    kernel_traits.hpp
    
    laplacian_kernel.hpp
    
    linear_kernel.hpp
    
    polynomial_kernel.hpp
    
    pspectrum_string_kernel.hpp
    
    pspectrum_string_kernel_impl.hpp
    
    spherical_kernel.hpp
    
    triangular_kernel.hpp
    
    math
    
    clamp.hpp
    
    columns_to_blocks.hpp
    
    lin_alg.hpp
    
    lin_alg_impl.hpp
    
    random.hpp
    
    random_basis.hpp
    
    range.hpp
    
    range_impl.hpp
    
    round.hpp
    
    metrics
    
    ip_metric.hpp
    
    ip_metric_impl.hpp
    
    lmetric.hpp
    
    lmetric_impl.hpp
    
    mahalanobis_distance.hpp
    
    mahalanobis_distance_impl.hpp
    
    optimizers
    
    adadelta
    
    ada_delta.hpp
    
    ada_delta_impl.hpp
    
    adam
    
    adam.hpp
    
    adam_impl.hpp
    
    aug_lagrangian
    
    aug_lagrangian.hpp
    
    aug_lagrangian_function.hpp
    
    aug_lagrangian_function_impl.hpp
    
    aug_lagrangian_impl.hpp
    
    aug_lagrangian_test_functions.hpp
    
    gradient_descent
    
    gradient_descent.hpp
    
    gradient_descent_impl.hpp
    
    test_function.hpp
    
    lbfgs
    
    lbfgs.hpp
    
    lbfgs_impl.hpp
    
    test_functions.hpp
    
    minibatch_sgd
    
    minibatch_sgd.hpp
    
    minibatch_sgd_impl.hpp
    
    rmsprop
    
    rmsprop.hpp
    
    rmsprop_impl.hpp
    
    sa
    
    exponential_schedule.hpp
    
    sa.hpp
    
    sa_impl.hpp
    
    sdp
    
    lrsdp.hpp
    
    lrsdp_function.hpp
    
    lrsdp_function_impl.hpp
    
    lrsdp_impl.hpp
    
    primal_dual.hpp
    
    primal_dual_impl.hpp
    
    sdp.hpp
    
    sdp_impl.hpp
    
    sgd
    
    sgd.hpp
    
    sgd_impl.hpp
    
    test_function.hpp
    
    tree
    
    address.hpp
    
    ballbound.hpp
    
    ballbound_impl.hpp
    
    binary_space_tree
    
    binary_space_tree.hpp
    
    binary_space_tree_impl.hpp
    
    breadth_first_dual_tree_traverser.hpp
    
    breadth_first_dual_tree_traverser_impl.hpp
    
    dual_tree_traverser.hpp
    
    dual_tree_traverser_impl.hpp
    
    mean_split.hpp
    
    mean_split_impl.hpp
    
    midpoint_split.hpp
    
    midpoint_split_impl.hpp
    
    rp_tree_max_split.hpp
    
    rp_tree_max_split_impl.hpp
    
    rp_tree_mean_split.hpp
    
    rp_tree_mean_split_impl.hpp
    
    single_tree_traverser.hpp
    
    single_tree_traverser_impl.hpp
    
    traits.hpp
    
    typedef.hpp
    
    ub_tree_split.hpp
    
    ub_tree_split_impl.hpp
    
    vantage_point_split.hpp
    
    vantage_point_split_impl.hpp
    
    binary_space_tree.hpp
    
    bound_traits.hpp
    
    bounds.hpp
    
    cellbound.hpp
    
    cellbound_impl.hpp
    
    cosine_tree
    
    cosine_tree.hpp
    
    cover_tree
    
    cover_tree.hpp
    
    cover_tree_impl.hpp
    
    dual_tree_traverser.hpp
    
    dual_tree_traverser_impl.hpp
    
    first_point_is_root.hpp
    
    single_tree_traverser.hpp
    
    single_tree_traverser_impl.hpp
    
    traits.hpp
    
    typedef.hpp
    
    cover_tree.hpp
    
    example_tree.hpp
    
    greedy_single_tree_traverser.hpp
    
    greedy_single_tree_traverser_impl.hpp
    
    hollow_ball_bound.hpp
    
    hollow_ball_bound_impl.hpp
    
    hrectbound.hpp
    
    hrectbound_impl.hpp
    
    octree
    
    dual_tree_traverser.hpp
    
    dual_tree_traverser_impl.hpp
    
    octree.hpp
    
    octree_impl.hpp
    
    single_tree_traverser.hpp
    
    single_tree_traverser_impl.hpp
    
    traits.hpp
    
    octree.hpp
    
    perform_split.hpp
    
    rectangle_tree
    
    discrete_hilbert_value.hpp
    
    discrete_hilbert_value_impl.hpp
    
    dual_tree_traverser.hpp
    
    dual_tree_traverser_impl.hpp
    
    hilbert_r_tree_auxiliary_information.hpp
    
    hilbert_r_tree_auxiliary_information_impl.hpp
    
    hilbert_r_tree_descent_heuristic.hpp
    
    hilbert_r_tree_descent_heuristic_impl.hpp
    
    hilbert_r_tree_split.hpp
    
    hilbert_r_tree_split_impl.hpp
    
    minimal_coverage_sweep.hpp
    
    minimal_coverage_sweep_impl.hpp
    
    minimal_splits_number_sweep.hpp
    
    minimal_splits_number_sweep_impl.hpp
    
    no_auxiliary_information.hpp
    
    r_plus_plus_tree_auxiliary_information.hpp
    
    r_plus_plus_tree_auxiliary_information_impl.hpp
    
    r_plus_plus_tree_descent_heuristic.hpp
    
    r_plus_plus_tree_descent_heuristic_impl.hpp
    
    r_plus_plus_tree_split_policy.hpp
    
    r_plus_tree_descent_heuristic.hpp
    
    r_plus_tree_descent_heuristic_impl.hpp
    
    r_plus_tree_split.hpp
    
    r_plus_tree_split_impl.hpp
    
    r_plus_tree_split_policy.hpp
    
    r_star_tree_descent_heuristic.hpp
    
    r_star_tree_descent_heuristic_impl.hpp
    
    r_star_tree_split.hpp
    
    r_star_tree_split_impl.hpp
    
    r_tree_descent_heuristic.hpp
    
    r_tree_descent_heuristic_impl.hpp
    
    r_tree_split.hpp
    
    r_tree_split_impl.hpp
    
    rectangle_tree.hpp
    
    rectangle_tree_impl.hpp
    
    single_tree_traverser.hpp
    
    single_tree_traverser_impl.hpp
    
    traits.hpp
    
    typedef.hpp
    
    x_tree_auxiliary_information.hpp
    
    x_tree_split.hpp
    
    x_tree_split_impl.hpp
    
    rectangle_tree.hpp
    
    space_split
    
    hyperplane.hpp
    
    mean_space_split.hpp
    
    mean_space_split_impl.hpp
    
    midpoint_space_split.hpp
    
    midpoint_space_split_impl.hpp
    
    projection_vector.hpp
    
    space_split.hpp
    
    space_split_impl.hpp
    
    spill_tree
    
    is_spill_tree.hpp
    
    spill_dual_tree_traverser.hpp
    
    spill_dual_tree_traverser_impl.hpp
    
    spill_single_tree_traverser.hpp
    
    spill_single_tree_traverser_impl.hpp
    
    spill_tree.hpp
    
    spill_tree_impl.hpp
    
    traits.hpp
    
    typedef.hpp
    
    spill_tree.hpp
    
    statistic.hpp
    
    traversal_info.hpp
    
    tree_traits.hpp
    
    util
    
    arma_config.hpp
    
    arma_config_check.hpp
    
    arma_traits.hpp
    
    backtrace.hpp
    
    cli.hpp
    
    cli_deleter.hpp
    
    cli_impl.hpp
    
    deprecated.hpp
    
    log.hpp
    
    nulloutstream.hpp
    
    option.hpp
    
    option_impl.hpp
    
    param.hpp
    
    prefixedoutstream.hpp
    
    prefixedoutstream_impl.hpp
    
    sfinae_utility.hpp
    
    singletons.hpp
    
    timers.hpp
    
    version.hpp
    
    core.hpp
    
    methods
    
    adaboost
    
    adaboost.hpp
    
    adaboost_impl.hpp
    
    amf
    
    amf.hpp
    
    amf_impl.hpp
    
    init_rules
    
    average_init.hpp
    
    given_init.hpp
    
    random_acol_init.hpp
    
    random_init.hpp
    
    termination_policies
    
    complete_incremental_termination.hpp
    
    incomplete_incremental_termination.hpp
    
    max_iteration_termination.hpp
    
    simple_residue_termination.hpp
    
    simple_tolerance_termination.hpp
    
    validation_RMSE_termination.hpp
    
    update_rules
    
    nmf_als.hpp
    
    nmf_mult_dist.hpp
    
    nmf_mult_div.hpp
    
    svd_batch_learning.hpp
    
    svd_complete_incremental_learning.hpp
    
    svd_incomplete_incremental_learning.hpp
    
    ann
    
    init_rules
    
    random_init.hpp
    
    approx_kfn
    
    drusilla_select.hpp
    
    drusilla_select_impl.hpp
    
    qdafn.hpp
    
    qdafn_impl.hpp
    
    cf
    
    cf.hpp
    
    cf_impl.hpp
    
    svd_wrapper.hpp
    
    svd_wrapper_impl.hpp
    
    dbscan
    
    dbscan.hpp
    
    dbscan_impl.hpp
    
    random_point_selection.hpp
    
    decision_stump
    
    decision_stump.hpp
    
    decision_stump_impl.hpp
    
    decision_tree
    
    all_categorical_split.hpp
    
    all_categorical_split_impl.hpp
    
    best_binary_numeric_split.hpp
    
    best_binary_numeric_split_impl.hpp
    
    decision_tree.hpp
    
    decision_tree_impl.hpp
    
    gini_gain.hpp
    
    information_gain.hpp
    
    det
    
    dt_utils.hpp
    
    dtree.hpp
    
    emst
    
    dtb.hpp
    
    dtb_impl.hpp
    
    dtb_rules.hpp
    
    dtb_rules_impl.hpp
    
    dtb_stat.hpp
    
    edge_pair.hpp
    
    union_find.hpp
    
    fastmks
    
    fastmks.hpp
    
    fastmks_impl.hpp
    
    fastmks_model.hpp
    
    fastmks_model_impl.hpp
    
    fastmks_rules.hpp
    
    fastmks_rules_impl.hpp
    
    fastmks_stat.hpp
    
    gmm
    
    diagonal_constraint.hpp
    
    eigenvalue_ratio_constraint.hpp
    
    em_fit.hpp
    
    em_fit_impl.hpp
    
    gmm.hpp
    
    gmm_impl.hpp
    
    no_constraint.hpp
    
    positive_definite_constraint.hpp
    
    hmm
    
    hmm.hpp
    
    hmm_impl.hpp
    
    hmm_regression.hpp
    
    hmm_regression_impl.hpp
    
    hmm_util.hpp
    
    hmm_util_impl.hpp
    
    hoeffding_trees
    
    binary_numeric_split.hpp
    
    binary_numeric_split_impl.hpp
    
    binary_numeric_split_info.hpp
    
    categorical_split_info.hpp
    
    gini_impurity.hpp
    
    hoeffding_categorical_split.hpp
    
    hoeffding_categorical_split_impl.hpp
    
    hoeffding_numeric_split.hpp
    
    hoeffding_numeric_split_impl.hpp
    
    hoeffding_tree.hpp
    
    hoeffding_tree_impl.hpp
    
    information_gain.hpp
    
    numeric_split_info.hpp
    
    typedef.hpp
    
    kernel_pca
    
    kernel_pca.hpp
    
    kernel_pca_impl.hpp
    
    kernel_rules
    
    naive_method.hpp
    
    nystroem_method.hpp
    
    kmeans
    
    allow_empty_clusters.hpp
    
    dual_tree_kmeans.hpp
    
    dual_tree_kmeans_impl.hpp
    
    dual_tree_kmeans_rules.hpp
    
    dual_tree_kmeans_rules_impl.hpp
    
    dual_tree_kmeans_statistic.hpp
    
    elkan_kmeans.hpp
    
    elkan_kmeans_impl.hpp
    
    hamerly_kmeans.hpp
    
    hamerly_kmeans_impl.hpp
    
    kill_empty_clusters.hpp
    
    kmeans.hpp
    
    kmeans_impl.hpp
    
    max_variance_new_cluster.hpp
    
    max_variance_new_cluster_impl.hpp
    
    naive_kmeans.hpp
    
    naive_kmeans_impl.hpp
    
    pelleg_moore_kmeans.hpp
    
    pelleg_moore_kmeans_impl.hpp
    
    pelleg_moore_kmeans_rules.hpp
    
    pelleg_moore_kmeans_rules_impl.hpp
    
    pelleg_moore_kmeans_statistic.hpp
    
    random_partition.hpp
    
    refined_start.hpp
    
    refined_start_impl.hpp
    
    sample_initialization.hpp
    
    lars
    
    lars.hpp
    
    lars_impl.hpp
    
    linear_regression
    
    linear_regression.hpp
    
    local_coordinate_coding
    
    lcc.hpp
    
    lcc_impl.hpp
    
    logistic_regression
    
    logistic_regression.hpp
    
    logistic_regression_function.hpp
    
    logistic_regression_function_impl.hpp
    
    logistic_regression_impl.hpp
    
    lsh
    
    lsh_search.hpp
    
    lsh_search_impl.hpp
    
    matrix_completion
    
    matrix_completion.hpp
    
    mean_shift
    
    mean_shift.hpp
    
    mean_shift_impl.hpp
    
    naive_bayes
    
    naive_bayes_classifier.hpp
    
    naive_bayes_classifier_impl.hpp
    
    nca
    
    nca.hpp
    
    nca_impl.hpp
    
    nca_softmax_error_function.hpp
    
    nca_softmax_error_function_impl.hpp
    
    neighbor_search
    
    neighbor_search.hpp
    
    neighbor_search_impl.hpp
    
    neighbor_search_rules.hpp
    
    neighbor_search_rules_impl.hpp
    
    neighbor_search_stat.hpp
    
    ns_model.hpp
    
    ns_model_impl.hpp
    
    sort_policies
    
    furthest_neighbor_sort.hpp
    
    furthest_neighbor_sort_impl.hpp
    
    nearest_neighbor_sort.hpp
    
    nearest_neighbor_sort_impl.hpp
    
    typedef.hpp
    
    unmap.hpp
    
    nystroem_method
    
    kmeans_selection.hpp
    
    nystroem_method.hpp
    
    nystroem_method_impl.hpp
    
    ordered_selection.hpp
    
    random_selection.hpp
    
    pca
    
    decomposition_policies
    
    exact_svd_method.hpp
    
    quic_svd_method.hpp
    
    randomized_svd_method.hpp
    
    pca.hpp
    
    pca_impl.hpp
    
    perceptron
    
    initialization_methods
    
    random_init.hpp
    
    zero_init.hpp
    
    learning_policies
    
    simple_weight_update.hpp
    
    perceptron.hpp
    
    perceptron_impl.hpp
    
    quic_svd
    
    quic_svd.hpp
    
    radical
    
    radical.hpp
    
    randomized_svd
    
    randomized_svd.hpp
    
    range_search
    
    range_search.hpp
    
    range_search_impl.hpp
    
    range_search_rules.hpp
    
    range_search_rules_impl.hpp
    
    range_search_stat.hpp
    
    rs_model.hpp
    
    rs_model_impl.hpp
    
    rann
    
    ra_model.hpp
    
    ra_model_impl.hpp
    
    ra_query_stat.hpp
    
    ra_search.hpp
    
    ra_search_impl.hpp
    
    ra_search_rules.hpp
    
    ra_search_rules_impl.hpp
    
    ra_typedef.hpp
    
    ra_util.hpp
    
    regularized_svd
    
    regularized_svd.hpp
    
    regularized_svd_function.hpp
    
    regularized_svd_impl.hpp
    
    softmax_regression
    
    softmax_regression.hpp
    
    softmax_regression_function.hpp
    
    softmax_regression_impl.hpp
    
    sparse_autoencoder
    
    maximal_inputs.hpp
    
    sparse_autoencoder.hpp
    
    sparse_autoencoder_function.hpp
    
    sparse_autoencoder_impl.hpp
    
    sparse_coding
    
    data_dependent_random_initializer.hpp
    
    nothing_initializer.hpp
    
    random_initializer.hpp
    
    sparse_coding.hpp
    
    sparse_coding_impl.hpp
    
    mlpack_export.hpp
    
    prereqs.hpp
    
    tests
    
    serialization.hpp
    
    test_tools.hpp
  - lib64
    
    libmlpack.so
    
    pkgconfig
    
    mlpack.pc