[ol7_developer_EPEL] mlpack-devel-3.4.2-12.el7.x86_64

Name:	mlpack-devel
Version:	3.4.2
Release:	12.el7
Architecture:	x86_64
Group:	Unspecified
Size:	6900539
License:	BSD
RPM:	mlpack-devel-3.4.2-12.el7.x86_64.rpm
Source RPM:	mlpack-3.4.2-12.el7.src.rpm
Build Date:	Fri Nov 12 2021
Build Host:	build-ol7-x86_64.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.

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/
- usr
  - include
    
    mlpack
    
    bindings
    
    R
    
    R_option.hpp
    
    default_param.hpp
    
    default_param_impl.hpp
    
    get_param.hpp
    
    get_printable_param.hpp
    
    get_printable_type.hpp
    
    get_printable_type_impl.hpp
    
    get_r_type.hpp
    
    get_type.hpp
    
    mlpack
    
    src
    
    boost
    
    serialization
    
    variant.hpp
    
    rcpp_mlpack.h
    
    print_R.hpp
    
    print_doc.hpp
    
    print_doc_functions.hpp
    
    print_doc_functions_impl.hpp
    
    print_input_param.hpp
    
    print_input_processing.hpp
    
    print_output_processing.hpp
    
    print_serialize_util.hpp
    
    print_type_doc.hpp
    
    print_type_doc_impl.hpp
    
    cli
    
    add_to_cli11.hpp
    
    cli_option.hpp
    
    default_param.hpp
    
    default_param_impl.hpp
    
    delete_allocated_memory.hpp
    
    end_program.hpp
    
    get_allocated_memory.hpp
    
    get_param.hpp
    
    get_printable_param.hpp
    
    get_printable_param_impl.hpp
    
    get_printable_param_name.hpp
    
    get_printable_param_name_impl.hpp
    
    get_printable_param_value.hpp
    
    get_printable_param_value_impl.hpp
    
    get_printable_type.hpp
    
    get_printable_type_impl.hpp
    
    get_raw_param.hpp
    
    in_place_copy.hpp
    
    map_parameter_name.hpp
    
    output_param.hpp
    
    output_param_impl.hpp
    
    parameter_type.hpp
    
    parse_command_line.hpp
    
    print_doc_functions.hpp
    
    print_doc_functions_impl.hpp
    
    print_help.hpp
    
    print_type_doc.hpp
    
    print_type_doc_impl.hpp
    
    set_param.hpp
    
    string_type_param.hpp
    
    string_type_param_impl.hpp
    
    third_party
    
    CLI
    
    CLI11.hpp
    
    go
    
    default_param.hpp
    
    default_param_impl.hpp
    
    get_go_type.hpp
    
    get_param.hpp
    
    get_printable_param.hpp
    
    get_printable_type.hpp
    
    get_printable_type_impl.hpp
    
    get_type.hpp
    
    go_option.hpp
    
    mlpack
    
    capi
    
    arma_util.h
    
    arma_util.hpp
    
    io_util.h
    
    io_util.hpp
    
    print_defn_input.hpp
    
    print_defn_output.hpp
    
    print_doc.hpp
    
    print_doc_functions.hpp
    
    print_doc_functions_impl.hpp
    
    print_go.hpp
    
    print_input_processing.hpp
    
    print_method_config.hpp
    
    print_method_init.hpp
    
    print_output_processing.hpp
    
    print_type_doc.hpp
    
    print_type_doc_impl.hpp
    
    strip_type.hpp
    
    julia
    
    default_param.hpp
    
    default_param_impl.hpp
    
    get_julia_type.hpp
    
    get_param.hpp
    
    get_printable_param.hpp
    
    get_printable_type.hpp
    
    get_printable_type_impl.hpp
    
    julia_option.hpp
    
    julia_util.h
    
    print_doc.hpp
    
    print_doc_functions.hpp
    
    print_doc_functions_impl.hpp
    
    print_input_param.hpp
    
    print_input_processing.hpp
    
    print_input_processing_impl.hpp
    
    print_jl.hpp
    
    print_model_type_import.hpp
    
    print_output_processing.hpp
    
    print_output_processing_impl.hpp
    
    print_param_defn.hpp
    
    print_type_doc.hpp
    
    print_type_doc_impl.hpp
    
    markdown
    
    binding_info.hpp
    
    default_param.hpp
    
    get_binding_name.hpp
    
    get_param.hpp
    
    get_printable_param.hpp
    
    get_printable_param_name.hpp
    
    get_printable_param_name_impl.hpp
    
    get_printable_param_value.hpp
    
    get_printable_param_value_impl.hpp
    
    get_printable_type.hpp
    
    is_serializable.hpp
    
    md_option.hpp
    
    print_doc_functions.hpp
    
    print_doc_functions_impl.hpp
    
    print_docs.hpp
    
    print_type_doc.hpp
    
    program_doc_wrapper.hpp
    
    python
    
    default_param.hpp
    
    default_param_impl.hpp
    
    get_arma_type.hpp
    
    get_cython_type.hpp
    
    get_numpy_type.hpp
    
    get_numpy_type_char.hpp
    
    get_param.hpp
    
    get_printable_param.hpp
    
    get_printable_type.hpp
    
    get_printable_type_impl.hpp
    
    import_decl.hpp
    
    mlpack
    
    arma_util.hpp
    
    io_util.hpp
    
    serialization.hpp
    
    print_class_defn.hpp
    
    print_defn.hpp
    
    print_doc.hpp
    
    print_doc_functions.hpp
    
    print_doc_functions_impl.hpp
    
    print_input_processing.hpp
    
    print_output_processing.hpp
    
    print_pyx.hpp
    
    print_type_doc.hpp
    
    print_type_doc_impl.hpp
    
    py_option.hpp
    
    strip_type.hpp
    
    tests
    
    clean_memory.hpp
    
    delete_allocated_memory.hpp
    
    get_allocated_memory.hpp
    
    get_param.hpp
    
    get_printable_param.hpp
    
    get_printable_param_impl.hpp
    
    ignore_check.hpp
    
    test_option.hpp
    
    util
    
    camel_case.hpp
    
    strip_type.hpp
    
    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
    
    boost_backport
    
    bernoulli.hpp
    
    boost_backport_serialization.hpp
    
    boost_backport_string_view.hpp
    
    collections_load_imp.hpp
    
    collections_save_imp.hpp
    
    detail
    
    bernoulli_details.hpp
    
    polygamma.hpp
    
    unchecked_bernoulli.hpp
    
    math_fwd.hpp
    
    policy.hpp
    
    string_view.hpp
    
    string_view_fwd.hpp
    
    unordered_collections_load_imp.hpp
    
    unordered_collections_save_imp.hpp
    
    unordered_map.hpp
    
    vector.hpp
    
    cv
    
    cv_base.hpp
    
    cv_base_impl.hpp
    
    k_fold_cv.hpp
    
    k_fold_cv_impl.hpp
    
    meta_info_extractor.hpp
    
    metrics
    
    accuracy.hpp
    
    accuracy_impl.hpp
    
    average_strategy.hpp
    
    f1.hpp
    
    f1_impl.hpp
    
    facilities.hpp
    
    mse.hpp
    
    mse_impl.hpp
    
    precision.hpp
    
    precision_impl.hpp
    
    r2_score.hpp
    
    r2_score_impl.hpp
    
    recall.hpp
    
    recall_impl.hpp
    
    silhouette_score.hpp
    
    silhouette_score_impl.hpp
    
    simple_cv.hpp
    
    simple_cv_impl.hpp
    
    data
    
    binarize.hpp
    
    confusion_matrix.hpp
    
    confusion_matrix_impl.hpp
    
    dataset_mapper.hpp
    
    dataset_mapper_impl.hpp
    
    detect_file_type.hpp
    
    extension.hpp
    
    format.hpp
    
    has_serialize.hpp
    
    image_info.hpp
    
    image_info_impl.hpp
    
    imputation_methods
    
    custom_imputation.hpp
    
    listwise_deletion.hpp
    
    mean_imputation.hpp
    
    median_imputation.hpp
    
    imputer.hpp
    
    is_naninf.hpp
    
    load.hpp
    
    load_arff.hpp
    
    load_arff_impl.hpp
    
    load_csv.hpp
    
    load_image_impl.hpp
    
    load_impl.hpp
    
    load_model_impl.hpp
    
    load_vec_impl.hpp
    
    map_policies
    
    datatype.hpp
    
    increment_policy.hpp
    
    missing_policy.hpp
    
    normalize_labels.hpp
    
    normalize_labels_impl.hpp
    
    one_hot_encoding.hpp
    
    one_hot_encoding_impl.hpp
    
    save.hpp
    
    save_impl.hpp
    
    scaler_methods
    
    max_abs_scaler.hpp
    
    mean_normalization.hpp
    
    min_max_scaler.hpp
    
    pca_whitening.hpp
    
    standard_scaler.hpp
    
    zca_whitening.hpp
    
    serialization_template_version.hpp
    
    split_data.hpp
    
    string_encoding.hpp
    
    string_encoding_dictionary.hpp
    
    string_encoding_impl.hpp
    
    string_encoding_policies
    
    bag_of_words_encoding_policy.hpp
    
    dictionary_encoding_policy.hpp
    
    policy_traits.hpp
    
    tf_idf_encoding_policy.hpp
    
    tokenizers
    
    char_extract.hpp
    
    split_by_any_of.hpp
    
    dists
    
    diagonal_gaussian_distribution.hpp
    
    discrete_distribution.hpp
    
    gamma_distribution.hpp
    
    gaussian_distribution.hpp
    
    laplace_distribution.hpp
    
    regression_distribution.hpp
    
    hpt
    
    cv_function.hpp
    
    cv_function_impl.hpp
    
    deduce_hp_types.hpp
    
    fixed.hpp
    
    hpt.hpp
    
    hpt_impl.hpp
    
    kernels
    
    cauchy_kernel.hpp
    
    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
    
    ccov.hpp
    
    ccov_impl.hpp
    
    clamp.hpp
    
    columns_to_blocks.hpp
    
    lin_alg.hpp
    
    lin_alg_impl.hpp
    
    log_add.hpp
    
    log_add_impl.hpp
    
    make_alias.hpp
    
    multiply_slices.hpp
    
    multiply_slices_impl.hpp
    
    random.hpp
    
    random_basis.hpp
    
    range.hpp
    
    range_impl.hpp
    
    round.hpp
    
    shuffle_data.hpp
    
    metrics
    
    bleu.hpp
    
    bleu_impl.hpp
    
    iou_metric.hpp
    
    iou_metric_impl.hpp
    
    ip_metric.hpp
    
    ip_metric_impl.hpp
    
    lmetric.hpp
    
    lmetric_impl.hpp
    
    mahalanobis_distance.hpp
    
    mahalanobis_distance_impl.hpp
    
    non_maximal_supression.hpp
    
    non_maximal_supression_impl.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
    
    enumerate_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
    
    binding_details.hpp
    
    deprecated.hpp
    
    hyphenate_string.hpp
    
    io.hpp
    
    io_impl.hpp
    
    is_std_vector.hpp
    
    log.hpp
    
    mlpack_main.hpp
    
    nulloutstream.hpp
    
    param.hpp
    
    param_checks.hpp
    
    param_checks_impl.hpp
    
    param_data.hpp
    
    prefixedoutstream.hpp
    
    prefixedoutstream_impl.hpp
    
    program_doc.hpp
    
    sfinae_utility.hpp
    
    timers.hpp
    
    to_lower.hpp
    
    version.hpp
    
    core.hpp
    
    methods
    
    adaboost
    
    adaboost.hpp
    
    adaboost_impl.hpp
    
    adaboost_model.hpp
    
    amf
    
    amf.hpp
    
    amf_impl.hpp
    
    init_rules
    
    average_init.hpp
    
    given_init.hpp
    
    merge_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
    
    activation_functions
    
    elish_function.hpp
    
    elliot_function.hpp
    
    gaussian_function.hpp
    
    gelu_function.hpp
    
    hard_sigmoid_function.hpp
    
    identity_function.hpp
    
    inverse_quadratic_function.hpp
    
    lisht_function.hpp
    
    logistic_function.hpp
    
    mish_function.hpp
    
    multi_quadratic_function.hpp
    
    poisson1_function.hpp
    
    quadratic_function.hpp
    
    rectifier_function.hpp
    
    softplus_function.hpp
    
    softsign_function.hpp
    
    spline_function.hpp
    
    swish_function.hpp
    
    tanh_function.hpp
    
    augmented
    
    tasks
    
    add.hpp
    
    add_impl.hpp
    
    copy.hpp
    
    copy_impl.hpp
    
    score.hpp
    
    score_impl.hpp
    
    sort.hpp
    
    sort_impl.hpp
    
    brnn.hpp
    
    brnn_impl.hpp
    
    convolution_rules
    
    border_modes.hpp
    
    fft_convolution.hpp
    
    naive_convolution.hpp
    
    svd_convolution.hpp
    
    dists
    
    bernoulli_distribution.hpp
    
    bernoulli_distribution_impl.hpp
    
    normal_distribution.hpp
    
    normal_distribution_impl.hpp
    
    ffn.hpp
    
    ffn_impl.hpp
    
    gan
    
    gan.hpp
    
    gan_impl.hpp
    
    gan_policies.hpp
    
    metrics
    
    inception_score.hpp
    
    inception_score_impl.hpp
    
    wgan_impl.hpp
    
    wgangp_impl.hpp
    
    init_rules
    
    const_init.hpp
    
    gaussian_init.hpp
    
    glorot_init.hpp
    
    he_init.hpp
    
    init_rules_traits.hpp
    
    kathirvalavakumar_subavathi_init.hpp
    
    lecun_normal_init.hpp
    
    network_init.hpp
    
    nguyen_widrow_init.hpp
    
    oivs_init.hpp
    
    orthogonal_init.hpp
    
    random_init.hpp
    
    layer
    
    adaptive_max_pooling.hpp
    
    adaptive_max_pooling_impl.hpp
    
    adaptive_mean_pooling.hpp
    
    adaptive_mean_pooling_impl.hpp
    
    add.hpp
    
    add_impl.hpp
    
    add_merge.hpp
    
    add_merge_impl.hpp
    
    alpha_dropout.hpp
    
    alpha_dropout_impl.hpp
    
    atrous_convolution.hpp
    
    atrous_convolution_impl.hpp
    
    base_layer.hpp
    
    batch_norm.hpp
    
    batch_norm_impl.hpp
    
    bilinear_interpolation.hpp
    
    bilinear_interpolation_impl.hpp
    
    c_relu.hpp
    
    c_relu_impl.hpp
    
    celu.hpp
    
    celu_impl.hpp
    
    concat.hpp
    
    concat_impl.hpp
    
    concat_performance.hpp
    
    concat_performance_impl.hpp
    
    concatenate.hpp
    
    concatenate_impl.hpp
    
    constant.hpp
    
    constant_impl.hpp
    
    convolution.hpp
    
    convolution_impl.hpp
    
    dropconnect.hpp
    
    dropconnect_impl.hpp
    
    dropout.hpp
    
    dropout_impl.hpp
    
    elu.hpp
    
    elu_impl.hpp
    
    fast_lstm.hpp
    
    fast_lstm_impl.hpp
    
    flexible_relu.hpp
    
    flexible_relu_impl.hpp
    
    glimpse.hpp
    
    glimpse_impl.hpp
    
    gru.hpp
    
    gru_impl.hpp
    
    hard_tanh.hpp
    
    hard_tanh_impl.hpp
    
    hardshrink.hpp
    
    hardshrink_impl.hpp
    
    highway.hpp
    
    highway_impl.hpp
    
    join.hpp
    
    join_impl.hpp
    
    layer.hpp
    
    layer_norm.hpp
    
    layer_norm_impl.hpp
    
    layer_traits.hpp
    
    layer_types.hpp
    
    leaky_relu.hpp
    
    leaky_relu_impl.hpp
    
    linear.hpp
    
    linear3d.hpp
    
    linear3d_impl.hpp
    
    linear_impl.hpp
    
    linear_no_bias.hpp
    
    linear_no_bias_impl.hpp
    
    log_softmax.hpp
    
    log_softmax_impl.hpp
    
    lookup.hpp
    
    lookup_impl.hpp
    
    lstm.hpp
    
    lstm_impl.hpp
    
    max_pooling.hpp
    
    max_pooling_impl.hpp
    
    mean_pooling.hpp
    
    mean_pooling_impl.hpp
    
    minibatch_discrimination.hpp
    
    minibatch_discrimination_impl.hpp
    
    multihead_attention.hpp
    
    multihead_attention_impl.hpp
    
    multiply_constant.hpp
    
    multiply_constant_impl.hpp
    
    multiply_merge.hpp
    
    multiply_merge_impl.hpp
    
    noisylinear.hpp
    
    noisylinear_impl.hpp
    
    padding.hpp
    
    padding_impl.hpp
    
    parametric_relu.hpp
    
    parametric_relu_impl.hpp
    
    positional_encoding.hpp
    
    positional_encoding_impl.hpp
    
    radial_basis_function.hpp
    
    radial_basis_function_impl.hpp
    
    recurrent.hpp
    
    recurrent_attention.hpp
    
    recurrent_attention_impl.hpp
    
    recurrent_impl.hpp
    
    reinforce_normal.hpp
    
    reinforce_normal_impl.hpp
    
    reparametrization.hpp
    
    reparametrization_impl.hpp
    
    select.hpp
    
    select_impl.hpp
    
    sequential.hpp
    
    sequential_impl.hpp
    
    softmax.hpp
    
    softmax_impl.hpp
    
    softmin.hpp
    
    softmin_impl.hpp
    
    softshrink.hpp
    
    softshrink_impl.hpp
    
    spatial_dropout.hpp
    
    spatial_dropout_impl.hpp
    
    subview.hpp
    
    transposed_convolution.hpp
    
    transposed_convolution_impl.hpp
    
    virtual_batch_norm.hpp
    
    virtual_batch_norm_impl.hpp
    
    vr_class_reward.hpp
    
    vr_class_reward_impl.hpp
    
    weight_norm.hpp
    
    weight_norm_impl.hpp
    
    layer_names.hpp
    
    loss_functions
    
    cosine_embedding_loss.hpp
    
    cosine_embedding_loss_impl.hpp
    
    cross_entropy_error.hpp
    
    cross_entropy_error_impl.hpp
    
    dice_loss.hpp
    
    dice_loss_impl.hpp
    
    earth_mover_distance.hpp
    
    earth_mover_distance_impl.hpp
    
    empty_loss.hpp
    
    empty_loss_impl.hpp
    
    hinge_embedding_loss.hpp
    
    hinge_embedding_loss_impl.hpp
    
    huber_loss.hpp
    
    huber_loss_impl.hpp
    
    kl_divergence.hpp
    
    kl_divergence_impl.hpp
    
    l1_loss.hpp
    
    l1_loss_impl.hpp
    
    log_cosh_loss.hpp
    
    log_cosh_loss_impl.hpp
    
    margin_ranking_loss.hpp
    
    margin_ranking_loss_impl.hpp
    
    mean_absolute_percentage_error.hpp
    
    mean_absolute_percentage_error_impl.hpp
    
    mean_bias_error.hpp
    
    mean_bias_error_impl.hpp
    
    mean_squared_error.hpp
    
    mean_squared_error_impl.hpp
    
    mean_squared_logarithmic_error.hpp
    
    mean_squared_logarithmic_error_impl.hpp
    
    negative_log_likelihood.hpp
    
    negative_log_likelihood_impl.hpp
    
    poisson_nll_loss.hpp
    
    poisson_nll_loss_impl.hpp
    
    reconstruction_loss.hpp
    
    reconstruction_loss_impl.hpp
    
    sigmoid_cross_entropy_error.hpp
    
    sigmoid_cross_entropy_error_impl.hpp
    
    soft_margin_loss.hpp
    
    soft_margin_loss_impl.hpp
    
    rbm
    
    rbm.hpp
    
    rbm_impl.hpp
    
    rbm_policies.hpp
    
    spike_slab_rbm_impl.hpp
    
    regularizer
    
    lregularizer.hpp
    
    lregularizer_impl.hpp
    
    no_regularizer.hpp
    
    orthogonal_regularizer.hpp
    
    orthogonal_regularizer_impl.hpp
    
    regularizer.hpp
    
    rnn.hpp
    
    rnn_impl.hpp
    
    visitor
    
    add_visitor.hpp
    
    add_visitor_impl.hpp
    
    backward_visitor.hpp
    
    backward_visitor_impl.hpp
    
    bias_set_visitor.hpp
    
    bias_set_visitor_impl.hpp
    
    copy_visitor.hpp
    
    copy_visitor_impl.hpp
    
    delete_visitor.hpp
    
    delete_visitor_impl.hpp
    
    delta_visitor.hpp
    
    delta_visitor_impl.hpp
    
    deterministic_set_visitor.hpp
    
    deterministic_set_visitor_impl.hpp
    
    forward_visitor.hpp
    
    forward_visitor_impl.hpp
    
    gradient_set_visitor.hpp
    
    gradient_set_visitor_impl.hpp
    
    gradient_update_visitor.hpp
    
    gradient_update_visitor_impl.hpp
    
    gradient_visitor.hpp
    
    gradient_visitor_impl.hpp
    
    gradient_zero_visitor.hpp
    
    gradient_zero_visitor_impl.hpp
    
    load_output_parameter_visitor.hpp
    
    load_output_parameter_visitor_impl.hpp
    
    loss_visitor.hpp
    
    loss_visitor_impl.hpp
    
    output_height_visitor.hpp
    
    output_height_visitor_impl.hpp
    
    output_parameter_visitor.hpp
    
    output_parameter_visitor_impl.hpp
    
    output_width_visitor.hpp
    
    output_width_visitor_impl.hpp
    
    parameters_set_visitor.hpp
    
    parameters_set_visitor_impl.hpp
    
    parameters_visitor.hpp
    
    parameters_visitor_impl.hpp
    
    reset_cell_visitor.hpp
    
    reset_cell_visitor_impl.hpp
    
    reset_visitor.hpp
    
    reset_visitor_impl.hpp
    
    reward_set_visitor.hpp
    
    reward_set_visitor_impl.hpp
    
    run_set_visitor.hpp
    
    run_set_visitor_impl.hpp
    
    save_output_parameter_visitor.hpp
    
    save_output_parameter_visitor_impl.hpp
    
    set_input_height_visitor.hpp
    
    set_input_height_visitor_impl.hpp
    
    set_input_width_visitor.hpp
    
    set_input_width_visitor_impl.hpp
    
    weight_set_visitor.hpp
    
    weight_set_visitor_impl.hpp
    
    weight_size_visitor.hpp
    
    weight_size_visitor_impl.hpp
    
    approx_kfn
    
    drusilla_select.hpp
    
    drusilla_select_impl.hpp
    
    qdafn.hpp
    
    qdafn_impl.hpp
    
    bayesian_linear_regression
    
    bayesian_linear_regression.hpp
    
    bayesian_linear_regression_impl.hpp
    
    bias_svd
    
    bias_svd.hpp
    
    bias_svd_function.hpp
    
    bias_svd_function_impl.hpp
    
    bias_svd_impl.hpp
    
    block_krylov_svd
    
    randomized_block_krylov_svd.hpp
    
    cf
    
    cf.hpp
    
    cf_impl.hpp
    
    cf_model.hpp
    
    cf_model_impl.hpp
    
    decomposition_policies
    
    batch_svd_method.hpp
    
    bias_svd_method.hpp
    
    nmf_method.hpp
    
    randomized_svd_method.hpp
    
    regularized_svd_method.hpp
    
    svd_complete_method.hpp
    
    svd_incomplete_method.hpp
    
    svdplusplus_method.hpp
    
    interpolation_policies
    
    average_interpolation.hpp
    
    regression_interpolation.hpp
    
    similarity_interpolation.hpp
    
    neighbor_search_policies
    
    cosine_search.hpp
    
    lmetric_search.hpp
    
    pearson_search.hpp
    
    normalization
    
    combined_normalization.hpp
    
    item_mean_normalization.hpp
    
    no_normalization.hpp
    
    overall_mean_normalization.hpp
    
    user_mean_normalization.hpp
    
    z_score_normalization.hpp
    
    svd_wrapper.hpp
    
    svd_wrapper_impl.hpp
    
    dbscan
    
    dbscan.hpp
    
    dbscan_impl.hpp
    
    ordered_point_selection.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
    
    all_dimension_select.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
    
    multiple_random_dimension_select.hpp
    
    random_dimension_select.hpp
    
    det
    
    dt_utils.hpp
    
    dt_utils_impl.hpp
    
    dtree.hpp
    
    dtree_impl.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
    
    diagonal_gmm.hpp
    
    diagonal_gmm_impl.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_model.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
    
    hoeffding_tree_model.hpp
    
    information_gain.hpp
    
    numeric_split_info.hpp
    
    typedef.hpp
    
    kde
    
    kde.hpp
    
    kde_impl.hpp
    
    kde_model.hpp
    
    kde_model_impl.hpp
    
    kde_rules.hpp
    
    kde_rules_impl.hpp
    
    kde_stat.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
    
    linear_svm
    
    linear_svm.hpp
    
    linear_svm_function.hpp
    
    linear_svm_function_impl.hpp
    
    linear_svm_impl.hpp
    
    lmnn
    
    constraints.hpp
    
    constraints_impl.hpp
    
    lmnn.hpp
    
    lmnn_function.hpp
    
    lmnn_function_impl.hpp
    
    lmnn_impl.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
    
    mvu
    
    mvu.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_block_krylov_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
    
    preprocess
    
    scaling_model.hpp
    
    scaling_model_impl.hpp
    
    quic_svd
    
    quic_svd.hpp
    
    radical
    
    radical.hpp
    
    random_forest
    
    bootstrap.hpp
    
    random_forest.hpp
    
    random_forest_impl.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_function_impl.hpp
    
    regularized_svd_impl.hpp
    
    reinforcement_learning
    
    async_learning.hpp
    
    async_learning_impl.hpp
    
    environment
    
    acrobot.hpp
    
    cart_pole.hpp
    
    continuous_double_pole_cart.hpp
    
    continuous_mountain_car.hpp
    
    double_pole_cart.hpp
    
    env_type.hpp
    
    mountain_car.hpp
    
    pendulum.hpp
    
    reward_clipping.hpp
    
    policy
    
    aggregated_policy.hpp
    
    greedy_policy.hpp
    
    q_learning.hpp
    
    q_learning_impl.hpp
    
    q_networks
    
    categorical_dqn.hpp
    
    dueling_dqn.hpp
    
    simple_dqn.hpp
    
    replay
    
    prioritized_replay.hpp
    
    random_replay.hpp
    
    sumtree.hpp
    
    sac.hpp
    
    sac_impl.hpp
    
    training_config.hpp
    
    worker
    
    n_step_q_learning_worker.hpp
    
    one_step_q_learning_worker.hpp
    
    one_step_sarsa_worker.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
    
    svdplusplus
    
    svdplusplus.hpp
    
    svdplusplus_function.hpp
    
    svdplusplus_function_impl.hpp
    
    svdplusplus_impl.hpp
    
    mlpack_export.hpp
    
    prereqs.hpp
    
    tests
    
    ann_test_tools.hpp
    
    catch.hpp
    
    custom_layer.hpp
    
    main_tests
    
    hmm_test_utils.hpp
    
    range_search_utils.hpp
    
    test_helper.hpp
    
    mock_categorical_data.hpp
    
    serialization.hpp
    
    serialization_catch.hpp
    
    test_catch_tools.hpp
    
    test_function_tools.hpp
    
    test_tools.hpp
  - lib64
    
    libmlpack.so
    
    cmake
    
    mlpack
    
    mlpack-config-version.cmake
    
    mlpack-config.cmake
    
    mlpack-targets-noconfig.cmake
    
    mlpack-targets.cmake
    
    pkgconfig
    
    mlpack.pc