diff --git a/math/mlpack/Makefile b/math/mlpack/Makefile index c5af88f2e2db..3727284a9137 100644 --- a/math/mlpack/Makefile +++ b/math/mlpack/Makefile @@ -1,44 +1,39 @@ PORTNAME= mlpack -DISTVERSION= 3.4.2 -PORTREVISION= 3 +DISTVERSION= 4.0.0 CATEGORIES= math # machine-learning MASTER_SITES= https://mlpack.org/files/ MAINTAINER= yuri@FreeBSD.org COMMENT= Fast, flexible machine learning library WWW= https://www.mlpack.org/ LICENSE= BSD3CLAUSE BROKEN_i386= undefined symbol: __atomic_load -BUILD_DEPENDS= ensmallen>0:math/ensmallen \ +BUILD_DEPENDS= cereal>0:devel/cereal \ + ensmallen>0:math/ensmallen \ ${LOCALBASE}/include/stb/stb_image.h:devel/stb LIB_DEPENDS= libboost_program_options.so:devel/boost-libs \ libboost_unit_test_framework.so:devel/boost-libs \ libboost_serialization.so:devel/boost-libs \ libarmadillo.so:math/armadillo -USES= cmake compiler:c++14-lang pkgconfig +USES= cmake:testing compiler:c++14-lang pkgconfig USE_LDCONFIG= yes CMAKE_ARGS= -DSTB_IMAGE_INCLUDE_DIR=${LOCALBASE}/include/stb CMAKE_OFF= BUILD_PYTHON_BINDINGS BUILD_TESTS +CMAKE_TESTING_ON= BUILD_TESTS BINARY_ALIAS= git=false OPTIONS_DEFINE= EXECUTABLES OPTIONS_DEFAULT= EXECUTABLES OPTIONS_SUB= yes EXECUTABLES_DESC= Build command-line executables EXECUTABLES_CMAKE_BOOL= BUILD_CLI_EXECUTABLES - -do-test: # 'clean' target below is a workaround for: https://github.com/mlpack/mlpack/issues/2300 - @cd ${BUILD_WRKSRC} && \ - ${SETENV} ${MAKE_ENV} ${MAKE_CMD} ${MAKE_ARGS} clean && \ - ${SETENV} ${CONFIGURE_ENV} ${CMAKE_BIN} ${CMAKE_ARGS} -DBUILD_TESTS:BOOL=ON ${CMAKE_SOURCE_PATH} && \ - ${SETENV} ${MAKE_ENV} ${MAKE_CMD} ${MAKE_ARGS} ${ALL_TARGET} && \ - ${SETENV} ${MAKE_ENV} ${MAKE_CMD} ${MAKE_ARGS} test +EXECUTABLES_VARS_OFF= NO_ARCH=yes .include diff --git a/math/mlpack/distinfo b/math/mlpack/distinfo index 50fc65a765f8..1a5c6482cae4 100644 --- a/math/mlpack/distinfo +++ b/math/mlpack/distinfo @@ -1,3 +1,3 @@ -TIMESTAMP = 1619318150 -SHA256 (mlpack-3.4.2.tar.gz) = 9e5c4af5c276c86a0dcc553289f6fe7b1b340d61c1e59844b53da0debedbb171 -SIZE (mlpack-3.4.2.tar.gz) = 5782921 +TIMESTAMP = 1668503967 +SHA256 (mlpack-4.0.0.tar.gz) = 041d9eee96445667d2f7b970d2a799592027f1f8818cd96a65dcce1ac0745773 +SIZE (mlpack-4.0.0.tar.gz) = 5895954 diff --git a/math/mlpack/files/patch-CMakeLists.txt b/math/mlpack/files/patch-CMakeLists.txt index e38856f0a42c..e6e9b8ed6fe4 100644 --- a/math/mlpack/files/patch-CMakeLists.txt +++ b/math/mlpack/files/patch-CMakeLists.txt @@ -1,11 +1,11 @@ ---- CMakeLists.txt.orig 2021-04-25 03:10:15 UTC +--- CMakeLists.txt.orig 2022-10-24 13:40:50 UTC +++ CMakeLists.txt -@@ -534,7 +534,7 @@ endif () +@@ -420,7 +420,7 @@ endif () # Determine whether or not this is a git repository, so that we can set the # version number if necessary. -find_package(Git) +#find_package(Git) set (USING_GIT "NO") if (GIT_FOUND) # Run 'git rev-parse HEAD' to find out if this is a working copy. If the diff --git a/math/mlpack/files/patch-src_mlpack_tests_CMakeLists.txt b/math/mlpack/files/patch-src_mlpack_tests_CMakeLists.txt new file mode 100644 index 000000000000..55d78e15a596 --- /dev/null +++ b/math/mlpack/files/patch-src_mlpack_tests_CMakeLists.txt @@ -0,0 +1,13 @@ +- workaround for https://github.com/mlpack/mlpack/issues/3314 + +--- src/mlpack/tests/CMakeLists.txt.orig 2022-11-15 09:59:36 UTC ++++ src/mlpack/tests/CMakeLists.txt +@@ -4,7 +4,7 @@ message("YURI: in tests") + + # mlpack test executable. + add_executable(mlpack_test +- EXCLUDE_FROM_ALL ++ #EXCLUDE_FROM_ALL + ${MLPACK_TEST_SRCS} + + # Tests for neural network code (and reinforcement learning code). diff --git a/math/mlpack/pkg-plist b/math/mlpack/pkg-plist index 60404613fbc6..1dfa3d648500 100644 --- a/math/mlpack/pkg-plist +++ b/math/mlpack/pkg-plist @@ -1,1110 +1,1121 @@ %%EXECUTABLES%%bin/mlpack_adaboost %%EXECUTABLES%%bin/mlpack_approx_kfn %%EXECUTABLES%%bin/mlpack_bayesian_linear_regression %%EXECUTABLES%%bin/mlpack_cf %%EXECUTABLES%%bin/mlpack_dbscan -%%EXECUTABLES%%bin/mlpack_decision_stump %%EXECUTABLES%%bin/mlpack_decision_tree %%EXECUTABLES%%bin/mlpack_det %%EXECUTABLES%%bin/mlpack_emst %%EXECUTABLES%%bin/mlpack_fastmks %%EXECUTABLES%%bin/mlpack_gmm_generate %%EXECUTABLES%%bin/mlpack_gmm_probability %%EXECUTABLES%%bin/mlpack_gmm_train %%EXECUTABLES%%bin/mlpack_hmm_generate %%EXECUTABLES%%bin/mlpack_hmm_loglik %%EXECUTABLES%%bin/mlpack_hmm_train %%EXECUTABLES%%bin/mlpack_hmm_viterbi %%EXECUTABLES%%bin/mlpack_hoeffding_tree %%EXECUTABLES%%bin/mlpack_image_converter %%EXECUTABLES%%bin/mlpack_kde %%EXECUTABLES%%bin/mlpack_kernel_pca %%EXECUTABLES%%bin/mlpack_kfn %%EXECUTABLES%%bin/mlpack_kmeans %%EXECUTABLES%%bin/mlpack_knn %%EXECUTABLES%%bin/mlpack_krann %%EXECUTABLES%%bin/mlpack_lars %%EXECUTABLES%%bin/mlpack_linear_regression %%EXECUTABLES%%bin/mlpack_linear_svm %%EXECUTABLES%%bin/mlpack_lmnn %%EXECUTABLES%%bin/mlpack_local_coordinate_coding %%EXECUTABLES%%bin/mlpack_logistic_regression %%EXECUTABLES%%bin/mlpack_lsh %%EXECUTABLES%%bin/mlpack_mean_shift %%EXECUTABLES%%bin/mlpack_nbc %%EXECUTABLES%%bin/mlpack_nca %%EXECUTABLES%%bin/mlpack_nmf %%EXECUTABLES%%bin/mlpack_pca %%EXECUTABLES%%bin/mlpack_perceptron %%EXECUTABLES%%bin/mlpack_preprocess_binarize %%EXECUTABLES%%bin/mlpack_preprocess_describe %%EXECUTABLES%%bin/mlpack_preprocess_imputer %%EXECUTABLES%%bin/mlpack_preprocess_one_hot_encoding %%EXECUTABLES%%bin/mlpack_preprocess_scale %%EXECUTABLES%%bin/mlpack_preprocess_split %%EXECUTABLES%%bin/mlpack_radical %%EXECUTABLES%%bin/mlpack_random_forest %%EXECUTABLES%%bin/mlpack_range_search %%EXECUTABLES%%bin/mlpack_softmax_regression %%EXECUTABLES%%bin/mlpack_sparse_coding -include/mlpack/bindings/R/R_option.hpp -include/mlpack/bindings/R/default_param.hpp -include/mlpack/bindings/R/default_param_impl.hpp -include/mlpack/bindings/R/get_param.hpp -include/mlpack/bindings/R/get_printable_param.hpp -include/mlpack/bindings/R/get_printable_type.hpp -include/mlpack/bindings/R/get_printable_type_impl.hpp -include/mlpack/bindings/R/get_r_type.hpp -include/mlpack/bindings/R/get_type.hpp -include/mlpack/bindings/R/mlpack/src/boost/serialization/variant.hpp -include/mlpack/bindings/R/mlpack/src/rcpp_mlpack.h -include/mlpack/bindings/R/print_R.hpp -include/mlpack/bindings/R/print_doc.hpp -include/mlpack/bindings/R/print_doc_functions.hpp -include/mlpack/bindings/R/print_doc_functions_impl.hpp -include/mlpack/bindings/R/print_input_param.hpp -include/mlpack/bindings/R/print_input_processing.hpp -include/mlpack/bindings/R/print_output_processing.hpp -include/mlpack/bindings/R/print_serialize_util.hpp -include/mlpack/bindings/R/print_type_doc.hpp -include/mlpack/bindings/R/print_type_doc_impl.hpp -include/mlpack/bindings/cli/add_to_cli11.hpp -include/mlpack/bindings/cli/cli_option.hpp -include/mlpack/bindings/cli/default_param.hpp -include/mlpack/bindings/cli/default_param_impl.hpp -include/mlpack/bindings/cli/delete_allocated_memory.hpp -include/mlpack/bindings/cli/end_program.hpp -include/mlpack/bindings/cli/get_allocated_memory.hpp -include/mlpack/bindings/cli/get_param.hpp -include/mlpack/bindings/cli/get_printable_param.hpp -include/mlpack/bindings/cli/get_printable_param_impl.hpp -include/mlpack/bindings/cli/get_printable_param_name.hpp -include/mlpack/bindings/cli/get_printable_param_name_impl.hpp -include/mlpack/bindings/cli/get_printable_param_value.hpp -include/mlpack/bindings/cli/get_printable_param_value_impl.hpp -include/mlpack/bindings/cli/get_printable_type.hpp -include/mlpack/bindings/cli/get_printable_type_impl.hpp -include/mlpack/bindings/cli/get_raw_param.hpp -include/mlpack/bindings/cli/in_place_copy.hpp -include/mlpack/bindings/cli/map_parameter_name.hpp -include/mlpack/bindings/cli/output_param.hpp -include/mlpack/bindings/cli/output_param_impl.hpp -include/mlpack/bindings/cli/parameter_type.hpp -include/mlpack/bindings/cli/parse_command_line.hpp -include/mlpack/bindings/cli/print_doc_functions.hpp -include/mlpack/bindings/cli/print_doc_functions_impl.hpp -include/mlpack/bindings/cli/print_help.hpp -include/mlpack/bindings/cli/print_type_doc.hpp -include/mlpack/bindings/cli/print_type_doc_impl.hpp -include/mlpack/bindings/cli/set_param.hpp -include/mlpack/bindings/cli/string_type_param.hpp -include/mlpack/bindings/cli/string_type_param_impl.hpp -include/mlpack/bindings/cli/third_party/CLI/CLI11.hpp -include/mlpack/bindings/go/default_param.hpp -include/mlpack/bindings/go/default_param_impl.hpp -include/mlpack/bindings/go/get_go_type.hpp -include/mlpack/bindings/go/get_param.hpp -include/mlpack/bindings/go/get_printable_param.hpp -include/mlpack/bindings/go/get_printable_type.hpp -include/mlpack/bindings/go/get_printable_type_impl.hpp -include/mlpack/bindings/go/get_type.hpp -include/mlpack/bindings/go/go_option.hpp -include/mlpack/bindings/go/mlpack/capi/arma_util.h -include/mlpack/bindings/go/mlpack/capi/arma_util.hpp -include/mlpack/bindings/go/mlpack/capi/io_util.h -include/mlpack/bindings/go/mlpack/capi/io_util.hpp -include/mlpack/bindings/go/print_defn_input.hpp -include/mlpack/bindings/go/print_defn_output.hpp -include/mlpack/bindings/go/print_doc.hpp -include/mlpack/bindings/go/print_doc_functions.hpp -include/mlpack/bindings/go/print_doc_functions_impl.hpp -include/mlpack/bindings/go/print_go.hpp -include/mlpack/bindings/go/print_input_processing.hpp -include/mlpack/bindings/go/print_method_config.hpp -include/mlpack/bindings/go/print_method_init.hpp -include/mlpack/bindings/go/print_output_processing.hpp -include/mlpack/bindings/go/print_type_doc.hpp -include/mlpack/bindings/go/print_type_doc_impl.hpp -include/mlpack/bindings/go/strip_type.hpp -include/mlpack/bindings/julia/default_param.hpp -include/mlpack/bindings/julia/default_param_impl.hpp -include/mlpack/bindings/julia/get_julia_type.hpp -include/mlpack/bindings/julia/get_param.hpp -include/mlpack/bindings/julia/get_printable_param.hpp -include/mlpack/bindings/julia/get_printable_type.hpp -include/mlpack/bindings/julia/get_printable_type_impl.hpp -include/mlpack/bindings/julia/julia_option.hpp -include/mlpack/bindings/julia/julia_util.h -include/mlpack/bindings/julia/print_doc.hpp -include/mlpack/bindings/julia/print_doc_functions.hpp -include/mlpack/bindings/julia/print_doc_functions_impl.hpp -include/mlpack/bindings/julia/print_input_param.hpp -include/mlpack/bindings/julia/print_input_processing.hpp -include/mlpack/bindings/julia/print_input_processing_impl.hpp -include/mlpack/bindings/julia/print_jl.hpp -include/mlpack/bindings/julia/print_model_type_import.hpp -include/mlpack/bindings/julia/print_output_processing.hpp -include/mlpack/bindings/julia/print_output_processing_impl.hpp -include/mlpack/bindings/julia/print_param_defn.hpp -include/mlpack/bindings/julia/print_type_doc.hpp -include/mlpack/bindings/julia/print_type_doc_impl.hpp -include/mlpack/bindings/markdown/binding_info.hpp -include/mlpack/bindings/markdown/default_param.hpp -include/mlpack/bindings/markdown/get_binding_name.hpp -include/mlpack/bindings/markdown/get_param.hpp -include/mlpack/bindings/markdown/get_printable_param.hpp -include/mlpack/bindings/markdown/get_printable_param_name.hpp -include/mlpack/bindings/markdown/get_printable_param_name_impl.hpp -include/mlpack/bindings/markdown/get_printable_param_value.hpp -include/mlpack/bindings/markdown/get_printable_param_value_impl.hpp -include/mlpack/bindings/markdown/get_printable_type.hpp -include/mlpack/bindings/markdown/is_serializable.hpp -include/mlpack/bindings/markdown/md_option.hpp -include/mlpack/bindings/markdown/print_doc_functions.hpp -include/mlpack/bindings/markdown/print_doc_functions_impl.hpp -include/mlpack/bindings/markdown/print_docs.hpp -include/mlpack/bindings/markdown/print_type_doc.hpp -include/mlpack/bindings/markdown/program_doc_wrapper.hpp -include/mlpack/bindings/python/default_param.hpp -include/mlpack/bindings/python/default_param_impl.hpp -include/mlpack/bindings/python/get_arma_type.hpp -include/mlpack/bindings/python/get_cython_type.hpp -include/mlpack/bindings/python/get_numpy_type.hpp -include/mlpack/bindings/python/get_numpy_type_char.hpp -include/mlpack/bindings/python/get_param.hpp -include/mlpack/bindings/python/get_printable_param.hpp -include/mlpack/bindings/python/get_printable_type.hpp -include/mlpack/bindings/python/get_printable_type_impl.hpp -include/mlpack/bindings/python/import_decl.hpp -include/mlpack/bindings/python/mlpack/arma_util.hpp -include/mlpack/bindings/python/mlpack/io_util.hpp -include/mlpack/bindings/python/mlpack/serialization.hpp -include/mlpack/bindings/python/print_class_defn.hpp -include/mlpack/bindings/python/print_defn.hpp -include/mlpack/bindings/python/print_doc.hpp -include/mlpack/bindings/python/print_doc_functions.hpp -include/mlpack/bindings/python/print_doc_functions_impl.hpp -include/mlpack/bindings/python/print_input_processing.hpp -include/mlpack/bindings/python/print_output_processing.hpp -include/mlpack/bindings/python/print_pyx.hpp -include/mlpack/bindings/python/print_type_doc.hpp -include/mlpack/bindings/python/print_type_doc_impl.hpp -include/mlpack/bindings/python/py_option.hpp -include/mlpack/bindings/python/strip_type.hpp -include/mlpack/bindings/tests/clean_memory.hpp -include/mlpack/bindings/tests/delete_allocated_memory.hpp -include/mlpack/bindings/tests/get_allocated_memory.hpp -include/mlpack/bindings/tests/get_param.hpp -include/mlpack/bindings/tests/get_printable_param.hpp -include/mlpack/bindings/tests/get_printable_param_impl.hpp -include/mlpack/bindings/tests/ignore_check.hpp -include/mlpack/bindings/tests/test_option.hpp -include/mlpack/bindings/util/camel_case.hpp -include/mlpack/bindings/util/strip_type.hpp +include/mlpack.hpp +include/mlpack/base.hpp include/mlpack/core.hpp -include/mlpack/core/arma_extend/Cube_extra_bones.hpp -include/mlpack/core/arma_extend/Cube_extra_meat.hpp include/mlpack/core/arma_extend/Mat_extra_bones.hpp -include/mlpack/core/arma_extend/Mat_extra_meat.hpp include/mlpack/core/arma_extend/SpMat_extra_bones.hpp -include/mlpack/core/arma_extend/SpMat_extra_meat.hpp include/mlpack/core/arma_extend/arma_extend.hpp -include/mlpack/core/boost_backport/bernoulli.hpp -include/mlpack/core/boost_backport/boost_backport_serialization.hpp -include/mlpack/core/boost_backport/boost_backport_string_view.hpp -include/mlpack/core/boost_backport/collections_load_imp.hpp -include/mlpack/core/boost_backport/collections_save_imp.hpp -include/mlpack/core/boost_backport/detail/bernoulli_details.hpp -include/mlpack/core/boost_backport/detail/polygamma.hpp -include/mlpack/core/boost_backport/detail/unchecked_bernoulli.hpp -include/mlpack/core/boost_backport/math_fwd.hpp -include/mlpack/core/boost_backport/policy.hpp -include/mlpack/core/boost_backport/string_view.hpp -include/mlpack/core/boost_backport/string_view_fwd.hpp -include/mlpack/core/boost_backport/unordered_collections_load_imp.hpp -include/mlpack/core/boost_backport/unordered_collections_save_imp.hpp -include/mlpack/core/boost_backport/unordered_map.hpp -include/mlpack/core/boost_backport/vector.hpp +include/mlpack/core/arma_extend/serialize_armadillo.hpp +include/mlpack/core/cereal/array_wrapper.hpp +include/mlpack/core/cereal/is_loading.hpp +include/mlpack/core/cereal/is_saving.hpp +include/mlpack/core/cereal/pair_associative_container.hpp +include/mlpack/core/cereal/pointer_vector_wrapper.hpp +include/mlpack/core/cereal/pointer_wrapper.hpp +include/mlpack/core/cereal/unordered_map.hpp +include/mlpack/core/cv/cv.hpp include/mlpack/core/cv/cv_base.hpp include/mlpack/core/cv/cv_base_impl.hpp include/mlpack/core/cv/k_fold_cv.hpp include/mlpack/core/cv/k_fold_cv_impl.hpp include/mlpack/core/cv/meta_info_extractor.hpp include/mlpack/core/cv/metrics/accuracy.hpp include/mlpack/core/cv/metrics/accuracy_impl.hpp include/mlpack/core/cv/metrics/average_strategy.hpp include/mlpack/core/cv/metrics/f1.hpp include/mlpack/core/cv/metrics/f1_impl.hpp include/mlpack/core/cv/metrics/facilities.hpp +include/mlpack/core/cv/metrics/metrics.hpp include/mlpack/core/cv/metrics/mse.hpp include/mlpack/core/cv/metrics/mse_impl.hpp include/mlpack/core/cv/metrics/precision.hpp include/mlpack/core/cv/metrics/precision_impl.hpp include/mlpack/core/cv/metrics/r2_score.hpp include/mlpack/core/cv/metrics/r2_score_impl.hpp include/mlpack/core/cv/metrics/recall.hpp include/mlpack/core/cv/metrics/recall_impl.hpp +include/mlpack/core/cv/metrics/roc_auc_score.hpp +include/mlpack/core/cv/metrics/roc_auc_score_impl.hpp include/mlpack/core/cv/metrics/silhouette_score.hpp include/mlpack/core/cv/metrics/silhouette_score_impl.hpp include/mlpack/core/cv/simple_cv.hpp include/mlpack/core/cv/simple_cv_impl.hpp include/mlpack/core/data/binarize.hpp +include/mlpack/core/data/check_categorical_param.hpp include/mlpack/core/data/confusion_matrix.hpp include/mlpack/core/data/confusion_matrix_impl.hpp +include/mlpack/core/data/data.hpp include/mlpack/core/data/dataset_mapper.hpp include/mlpack/core/data/dataset_mapper_impl.hpp include/mlpack/core/data/detect_file_type.hpp +include/mlpack/core/data/detect_file_type_impl.hpp include/mlpack/core/data/extension.hpp include/mlpack/core/data/format.hpp include/mlpack/core/data/has_serialize.hpp include/mlpack/core/data/image_info.hpp include/mlpack/core/data/image_info_impl.hpp include/mlpack/core/data/imputation_methods/custom_imputation.hpp +include/mlpack/core/data/imputation_methods/imputation_methods.hpp include/mlpack/core/data/imputation_methods/listwise_deletion.hpp include/mlpack/core/data/imputation_methods/mean_imputation.hpp include/mlpack/core/data/imputation_methods/median_imputation.hpp include/mlpack/core/data/imputer.hpp include/mlpack/core/data/is_naninf.hpp include/mlpack/core/data/load.hpp include/mlpack/core/data/load_arff.hpp include/mlpack/core/data/load_arff_impl.hpp +include/mlpack/core/data/load_categorical_csv.hpp include/mlpack/core/data/load_csv.hpp +include/mlpack/core/data/load_image.hpp include/mlpack/core/data/load_image_impl.hpp include/mlpack/core/data/load_impl.hpp include/mlpack/core/data/load_model_impl.hpp +include/mlpack/core/data/load_numeric_csv.hpp include/mlpack/core/data/load_vec_impl.hpp include/mlpack/core/data/map_policies/datatype.hpp include/mlpack/core/data/map_policies/increment_policy.hpp +include/mlpack/core/data/map_policies/map_policies.hpp include/mlpack/core/data/map_policies/missing_policy.hpp include/mlpack/core/data/normalize_labels.hpp include/mlpack/core/data/normalize_labels_impl.hpp include/mlpack/core/data/one_hot_encoding.hpp include/mlpack/core/data/one_hot_encoding_impl.hpp include/mlpack/core/data/save.hpp +include/mlpack/core/data/save_image.hpp +include/mlpack/core/data/save_image_impl.hpp include/mlpack/core/data/save_impl.hpp include/mlpack/core/data/scaler_methods/max_abs_scaler.hpp include/mlpack/core/data/scaler_methods/mean_normalization.hpp include/mlpack/core/data/scaler_methods/min_max_scaler.hpp include/mlpack/core/data/scaler_methods/pca_whitening.hpp +include/mlpack/core/data/scaler_methods/scaler_methods.hpp include/mlpack/core/data/scaler_methods/standard_scaler.hpp include/mlpack/core/data/scaler_methods/zca_whitening.hpp -include/mlpack/core/data/serialization_template_version.hpp include/mlpack/core/data/split_data.hpp +include/mlpack/core/data/string_algorithms.hpp include/mlpack/core/data/string_encoding.hpp include/mlpack/core/data/string_encoding_dictionary.hpp include/mlpack/core/data/string_encoding_impl.hpp include/mlpack/core/data/string_encoding_policies/bag_of_words_encoding_policy.hpp include/mlpack/core/data/string_encoding_policies/dictionary_encoding_policy.hpp include/mlpack/core/data/string_encoding_policies/policy_traits.hpp +include/mlpack/core/data/string_encoding_policies/string_encoding_policies.hpp include/mlpack/core/data/string_encoding_policies/tf_idf_encoding_policy.hpp include/mlpack/core/data/tokenizers/char_extract.hpp include/mlpack/core/data/tokenizers/split_by_any_of.hpp +include/mlpack/core/data/tokenizers/tokenizers.hpp +include/mlpack/core/data/types.hpp +include/mlpack/core/data/types_impl.hpp include/mlpack/core/dists/diagonal_gaussian_distribution.hpp +include/mlpack/core/dists/diagonal_gaussian_distribution_impl.hpp include/mlpack/core/dists/discrete_distribution.hpp +include/mlpack/core/dists/discrete_distribution_impl.hpp +include/mlpack/core/dists/dists.hpp include/mlpack/core/dists/gamma_distribution.hpp +include/mlpack/core/dists/gamma_distribution_impl.hpp include/mlpack/core/dists/gaussian_distribution.hpp +include/mlpack/core/dists/gaussian_distribution_impl.hpp include/mlpack/core/dists/laplace_distribution.hpp +include/mlpack/core/dists/laplace_distribution_impl.hpp include/mlpack/core/dists/regression_distribution.hpp +include/mlpack/core/dists/regression_distribution_impl.hpp include/mlpack/core/hpt/cv_function.hpp include/mlpack/core/hpt/cv_function_impl.hpp include/mlpack/core/hpt/deduce_hp_types.hpp include/mlpack/core/hpt/fixed.hpp include/mlpack/core/hpt/hpt.hpp include/mlpack/core/hpt/hpt_impl.hpp include/mlpack/core/kernels/cauchy_kernel.hpp include/mlpack/core/kernels/cosine_distance.hpp include/mlpack/core/kernels/cosine_distance_impl.hpp include/mlpack/core/kernels/epanechnikov_kernel.hpp include/mlpack/core/kernels/epanechnikov_kernel_impl.hpp include/mlpack/core/kernels/example_kernel.hpp include/mlpack/core/kernels/gaussian_kernel.hpp include/mlpack/core/kernels/hyperbolic_tangent_kernel.hpp include/mlpack/core/kernels/kernel_traits.hpp +include/mlpack/core/kernels/kernels.hpp include/mlpack/core/kernels/laplacian_kernel.hpp include/mlpack/core/kernels/linear_kernel.hpp include/mlpack/core/kernels/polynomial_kernel.hpp include/mlpack/core/kernels/pspectrum_string_kernel.hpp include/mlpack/core/kernels/pspectrum_string_kernel_impl.hpp include/mlpack/core/kernels/spherical_kernel.hpp include/mlpack/core/kernels/triangular_kernel.hpp include/mlpack/core/math/ccov.hpp include/mlpack/core/math/ccov_impl.hpp include/mlpack/core/math/clamp.hpp include/mlpack/core/math/columns_to_blocks.hpp +include/mlpack/core/math/columns_to_blocks_impl.hpp +include/mlpack/core/math/digamma.hpp include/mlpack/core/math/lin_alg.hpp include/mlpack/core/math/lin_alg_impl.hpp include/mlpack/core/math/log_add.hpp include/mlpack/core/math/log_add_impl.hpp include/mlpack/core/math/make_alias.hpp +include/mlpack/core/math/math.hpp include/mlpack/core/math/multiply_slices.hpp include/mlpack/core/math/multiply_slices_impl.hpp +include/mlpack/core/math/quantile.hpp include/mlpack/core/math/random.hpp include/mlpack/core/math/random_basis.hpp +include/mlpack/core/math/random_basis_impl.hpp include/mlpack/core/math/range.hpp include/mlpack/core/math/range_impl.hpp include/mlpack/core/math/round.hpp include/mlpack/core/math/shuffle_data.hpp +include/mlpack/core/math/trigamma.hpp include/mlpack/core/metrics/bleu.hpp include/mlpack/core/metrics/bleu_impl.hpp include/mlpack/core/metrics/iou_metric.hpp include/mlpack/core/metrics/iou_metric_impl.hpp include/mlpack/core/metrics/ip_metric.hpp include/mlpack/core/metrics/ip_metric_impl.hpp include/mlpack/core/metrics/lmetric.hpp include/mlpack/core/metrics/lmetric_impl.hpp include/mlpack/core/metrics/mahalanobis_distance.hpp include/mlpack/core/metrics/mahalanobis_distance_impl.hpp -include/mlpack/core/metrics/non_maximal_supression.hpp -include/mlpack/core/metrics/non_maximal_supression_impl.hpp +include/mlpack/core/metrics/metrics.hpp +include/mlpack/core/metrics/non_maximal_suppression.hpp +include/mlpack/core/metrics/non_maximal_suppression_impl.hpp +include/mlpack/core/std_backport/LICENSE.txt +include/mlpack/core/std_backport/README.md +include/mlpack/core/std_backport/algorithm.hpp +include/mlpack/core/std_backport/any.hpp +include/mlpack/core/std_backport/functional.hpp +include/mlpack/core/std_backport/internal.hpp +include/mlpack/core/std_backport/iterator.hpp +include/mlpack/core/std_backport/meta.hpp +include/mlpack/core/std_backport/range.hpp +include/mlpack/core/std_backport/string_view.hpp +include/mlpack/core/std_backport/type_traits.hpp +include/mlpack/core/std_backport/typeinfo.hpp +include/mlpack/core/std_backport/utility.hpp include/mlpack/core/tree/address.hpp include/mlpack/core/tree/ballbound.hpp include/mlpack/core/tree/ballbound_impl.hpp include/mlpack/core/tree/binary_space_tree.hpp include/mlpack/core/tree/binary_space_tree/binary_space_tree.hpp include/mlpack/core/tree/binary_space_tree/binary_space_tree_impl.hpp include/mlpack/core/tree/binary_space_tree/breadth_first_dual_tree_traverser.hpp include/mlpack/core/tree/binary_space_tree/breadth_first_dual_tree_traverser_impl.hpp include/mlpack/core/tree/binary_space_tree/dual_tree_traverser.hpp include/mlpack/core/tree/binary_space_tree/dual_tree_traverser_impl.hpp include/mlpack/core/tree/binary_space_tree/mean_split.hpp include/mlpack/core/tree/binary_space_tree/mean_split_impl.hpp include/mlpack/core/tree/binary_space_tree/midpoint_split.hpp include/mlpack/core/tree/binary_space_tree/midpoint_split_impl.hpp include/mlpack/core/tree/binary_space_tree/rp_tree_max_split.hpp include/mlpack/core/tree/binary_space_tree/rp_tree_max_split_impl.hpp include/mlpack/core/tree/binary_space_tree/rp_tree_mean_split.hpp include/mlpack/core/tree/binary_space_tree/rp_tree_mean_split_impl.hpp include/mlpack/core/tree/binary_space_tree/single_tree_traverser.hpp include/mlpack/core/tree/binary_space_tree/single_tree_traverser_impl.hpp include/mlpack/core/tree/binary_space_tree/traits.hpp include/mlpack/core/tree/binary_space_tree/typedef.hpp include/mlpack/core/tree/binary_space_tree/ub_tree_split.hpp include/mlpack/core/tree/binary_space_tree/ub_tree_split_impl.hpp include/mlpack/core/tree/binary_space_tree/vantage_point_split.hpp include/mlpack/core/tree/binary_space_tree/vantage_point_split_impl.hpp include/mlpack/core/tree/bound_traits.hpp include/mlpack/core/tree/bounds.hpp +include/mlpack/core/tree/build_tree.hpp include/mlpack/core/tree/cellbound.hpp include/mlpack/core/tree/cellbound_impl.hpp include/mlpack/core/tree/cosine_tree/cosine_tree.hpp +include/mlpack/core/tree/cosine_tree/cosine_tree_impl.hpp include/mlpack/core/tree/cover_tree.hpp include/mlpack/core/tree/cover_tree/cover_tree.hpp include/mlpack/core/tree/cover_tree/cover_tree_impl.hpp include/mlpack/core/tree/cover_tree/dual_tree_traverser.hpp include/mlpack/core/tree/cover_tree/dual_tree_traverser_impl.hpp include/mlpack/core/tree/cover_tree/first_point_is_root.hpp include/mlpack/core/tree/cover_tree/single_tree_traverser.hpp include/mlpack/core/tree/cover_tree/single_tree_traverser_impl.hpp include/mlpack/core/tree/cover_tree/traits.hpp include/mlpack/core/tree/cover_tree/typedef.hpp include/mlpack/core/tree/enumerate_tree.hpp include/mlpack/core/tree/example_tree.hpp include/mlpack/core/tree/greedy_single_tree_traverser.hpp include/mlpack/core/tree/greedy_single_tree_traverser_impl.hpp include/mlpack/core/tree/hollow_ball_bound.hpp include/mlpack/core/tree/hollow_ball_bound_impl.hpp include/mlpack/core/tree/hrectbound.hpp include/mlpack/core/tree/hrectbound_impl.hpp include/mlpack/core/tree/octree.hpp include/mlpack/core/tree/octree/dual_tree_traverser.hpp include/mlpack/core/tree/octree/dual_tree_traverser_impl.hpp include/mlpack/core/tree/octree/octree.hpp include/mlpack/core/tree/octree/octree_impl.hpp include/mlpack/core/tree/octree/single_tree_traverser.hpp include/mlpack/core/tree/octree/single_tree_traverser_impl.hpp include/mlpack/core/tree/octree/traits.hpp include/mlpack/core/tree/perform_split.hpp include/mlpack/core/tree/rectangle_tree.hpp include/mlpack/core/tree/rectangle_tree/discrete_hilbert_value.hpp include/mlpack/core/tree/rectangle_tree/discrete_hilbert_value_impl.hpp include/mlpack/core/tree/rectangle_tree/dual_tree_traverser.hpp include/mlpack/core/tree/rectangle_tree/dual_tree_traverser_impl.hpp include/mlpack/core/tree/rectangle_tree/hilbert_r_tree_auxiliary_information.hpp include/mlpack/core/tree/rectangle_tree/hilbert_r_tree_auxiliary_information_impl.hpp include/mlpack/core/tree/rectangle_tree/hilbert_r_tree_descent_heuristic.hpp include/mlpack/core/tree/rectangle_tree/hilbert_r_tree_descent_heuristic_impl.hpp include/mlpack/core/tree/rectangle_tree/hilbert_r_tree_split.hpp include/mlpack/core/tree/rectangle_tree/hilbert_r_tree_split_impl.hpp include/mlpack/core/tree/rectangle_tree/minimal_coverage_sweep.hpp include/mlpack/core/tree/rectangle_tree/minimal_coverage_sweep_impl.hpp include/mlpack/core/tree/rectangle_tree/minimal_splits_number_sweep.hpp include/mlpack/core/tree/rectangle_tree/minimal_splits_number_sweep_impl.hpp include/mlpack/core/tree/rectangle_tree/no_auxiliary_information.hpp include/mlpack/core/tree/rectangle_tree/r_plus_plus_tree_auxiliary_information.hpp include/mlpack/core/tree/rectangle_tree/r_plus_plus_tree_auxiliary_information_impl.hpp include/mlpack/core/tree/rectangle_tree/r_plus_plus_tree_descent_heuristic.hpp include/mlpack/core/tree/rectangle_tree/r_plus_plus_tree_descent_heuristic_impl.hpp include/mlpack/core/tree/rectangle_tree/r_plus_plus_tree_split_policy.hpp include/mlpack/core/tree/rectangle_tree/r_plus_tree_descent_heuristic.hpp include/mlpack/core/tree/rectangle_tree/r_plus_tree_descent_heuristic_impl.hpp include/mlpack/core/tree/rectangle_tree/r_plus_tree_split.hpp include/mlpack/core/tree/rectangle_tree/r_plus_tree_split_impl.hpp include/mlpack/core/tree/rectangle_tree/r_plus_tree_split_policy.hpp include/mlpack/core/tree/rectangle_tree/r_star_tree_descent_heuristic.hpp include/mlpack/core/tree/rectangle_tree/r_star_tree_descent_heuristic_impl.hpp include/mlpack/core/tree/rectangle_tree/r_star_tree_split.hpp include/mlpack/core/tree/rectangle_tree/r_star_tree_split_impl.hpp include/mlpack/core/tree/rectangle_tree/r_tree_descent_heuristic.hpp include/mlpack/core/tree/rectangle_tree/r_tree_descent_heuristic_impl.hpp include/mlpack/core/tree/rectangle_tree/r_tree_split.hpp include/mlpack/core/tree/rectangle_tree/r_tree_split_impl.hpp include/mlpack/core/tree/rectangle_tree/rectangle_tree.hpp include/mlpack/core/tree/rectangle_tree/rectangle_tree_impl.hpp include/mlpack/core/tree/rectangle_tree/single_tree_traverser.hpp include/mlpack/core/tree/rectangle_tree/single_tree_traverser_impl.hpp include/mlpack/core/tree/rectangle_tree/traits.hpp include/mlpack/core/tree/rectangle_tree/typedef.hpp include/mlpack/core/tree/rectangle_tree/x_tree_auxiliary_information.hpp include/mlpack/core/tree/rectangle_tree/x_tree_split.hpp include/mlpack/core/tree/rectangle_tree/x_tree_split_impl.hpp include/mlpack/core/tree/space_split/hyperplane.hpp include/mlpack/core/tree/space_split/mean_space_split.hpp include/mlpack/core/tree/space_split/mean_space_split_impl.hpp include/mlpack/core/tree/space_split/midpoint_space_split.hpp include/mlpack/core/tree/space_split/midpoint_space_split_impl.hpp include/mlpack/core/tree/space_split/projection_vector.hpp include/mlpack/core/tree/space_split/space_split.hpp include/mlpack/core/tree/space_split/space_split_impl.hpp include/mlpack/core/tree/spill_tree.hpp include/mlpack/core/tree/spill_tree/is_spill_tree.hpp include/mlpack/core/tree/spill_tree/spill_dual_tree_traverser.hpp include/mlpack/core/tree/spill_tree/spill_dual_tree_traverser_impl.hpp include/mlpack/core/tree/spill_tree/spill_single_tree_traverser.hpp include/mlpack/core/tree/spill_tree/spill_single_tree_traverser_impl.hpp include/mlpack/core/tree/spill_tree/spill_tree.hpp include/mlpack/core/tree/spill_tree/spill_tree_impl.hpp include/mlpack/core/tree/spill_tree/traits.hpp include/mlpack/core/tree/spill_tree/typedef.hpp include/mlpack/core/tree/statistic.hpp include/mlpack/core/tree/traversal_info.hpp +include/mlpack/core/tree/tree.hpp include/mlpack/core/tree/tree_traits.hpp -include/mlpack/core/util/arma_config.hpp -include/mlpack/core/util/arma_config_check.hpp include/mlpack/core/util/arma_traits.hpp include/mlpack/core/util/backtrace.hpp +include/mlpack/core/util/backtrace_impl.hpp include/mlpack/core/util/binding_details.hpp include/mlpack/core/util/deprecated.hpp +include/mlpack/core/util/forward.hpp include/mlpack/core/util/hyphenate_string.hpp include/mlpack/core/util/io.hpp include/mlpack/core/util/io_impl.hpp include/mlpack/core/util/is_std_vector.hpp include/mlpack/core/util/log.hpp +include/mlpack/core/util/log_impl.hpp include/mlpack/core/util/mlpack_main.hpp include/mlpack/core/util/nulloutstream.hpp include/mlpack/core/util/param.hpp include/mlpack/core/util/param_checks.hpp include/mlpack/core/util/param_checks_impl.hpp include/mlpack/core/util/param_data.hpp +include/mlpack/core/util/params.hpp +include/mlpack/core/util/params_impl.hpp include/mlpack/core/util/prefixedoutstream.hpp include/mlpack/core/util/prefixedoutstream_impl.hpp include/mlpack/core/util/program_doc.hpp +include/mlpack/core/util/program_doc_impl.hpp include/mlpack/core/util/sfinae_utility.hpp +include/mlpack/core/util/size_checks.hpp include/mlpack/core/util/timers.hpp +include/mlpack/core/util/timers_impl.hpp include/mlpack/core/util/to_lower.hpp include/mlpack/core/util/version.hpp +include/mlpack/core/util/version_impl.hpp +include/mlpack/methods/CMakeLists.txt +include/mlpack/methods/adaboost.hpp include/mlpack/methods/adaboost/adaboost.hpp +include/mlpack/methods/adaboost/adaboost_classify_main.cpp include/mlpack/methods/adaboost/adaboost_impl.hpp +include/mlpack/methods/adaboost/adaboost_main.cpp include/mlpack/methods/adaboost/adaboost_model.hpp +include/mlpack/methods/adaboost/adaboost_model_impl.hpp +include/mlpack/methods/adaboost/adaboost_probabilities_main.cpp +include/mlpack/methods/adaboost/adaboost_train_main.cpp +include/mlpack/methods/amf.hpp include/mlpack/methods/amf/amf.hpp include/mlpack/methods/amf/amf_impl.hpp include/mlpack/methods/amf/init_rules/average_init.hpp include/mlpack/methods/amf/init_rules/given_init.hpp +include/mlpack/methods/amf/init_rules/init_rules.hpp include/mlpack/methods/amf/init_rules/merge_init.hpp include/mlpack/methods/amf/init_rules/random_acol_init.hpp include/mlpack/methods/amf/init_rules/random_init.hpp include/mlpack/methods/amf/termination_policies/complete_incremental_termination.hpp include/mlpack/methods/amf/termination_policies/incomplete_incremental_termination.hpp include/mlpack/methods/amf/termination_policies/max_iteration_termination.hpp include/mlpack/methods/amf/termination_policies/simple_residue_termination.hpp include/mlpack/methods/amf/termination_policies/simple_tolerance_termination.hpp +include/mlpack/methods/amf/termination_policies/termination_policies.hpp include/mlpack/methods/amf/termination_policies/validation_rmse_termination.hpp include/mlpack/methods/amf/update_rules/nmf_als.hpp include/mlpack/methods/amf/update_rules/nmf_mult_dist.hpp include/mlpack/methods/amf/update_rules/nmf_mult_div.hpp include/mlpack/methods/amf/update_rules/svd_batch_learning.hpp include/mlpack/methods/amf/update_rules/svd_complete_incremental_learning.hpp include/mlpack/methods/amf/update_rules/svd_incomplete_incremental_learning.hpp +include/mlpack/methods/amf/update_rules/update_rules.hpp +include/mlpack/methods/ann.hpp +include/mlpack/methods/ann/activation_functions/activation_functions.hpp include/mlpack/methods/ann/activation_functions/elish_function.hpp include/mlpack/methods/ann/activation_functions/elliot_function.hpp include/mlpack/methods/ann/activation_functions/gaussian_function.hpp include/mlpack/methods/ann/activation_functions/gelu_function.hpp include/mlpack/methods/ann/activation_functions/hard_sigmoid_function.hpp +include/mlpack/methods/ann/activation_functions/hard_swish_function.hpp include/mlpack/methods/ann/activation_functions/identity_function.hpp include/mlpack/methods/ann/activation_functions/inverse_quadratic_function.hpp include/mlpack/methods/ann/activation_functions/lisht_function.hpp include/mlpack/methods/ann/activation_functions/logistic_function.hpp include/mlpack/methods/ann/activation_functions/mish_function.hpp include/mlpack/methods/ann/activation_functions/multi_quadratic_function.hpp include/mlpack/methods/ann/activation_functions/poisson1_function.hpp include/mlpack/methods/ann/activation_functions/quadratic_function.hpp include/mlpack/methods/ann/activation_functions/rectifier_function.hpp +include/mlpack/methods/ann/activation_functions/silu_function.hpp include/mlpack/methods/ann/activation_functions/softplus_function.hpp include/mlpack/methods/ann/activation_functions/softsign_function.hpp include/mlpack/methods/ann/activation_functions/spline_function.hpp include/mlpack/methods/ann/activation_functions/swish_function.hpp +include/mlpack/methods/ann/activation_functions/tanh_exponential_function.hpp include/mlpack/methods/ann/activation_functions/tanh_function.hpp +include/mlpack/methods/ann/ann.hpp +include/mlpack/methods/ann/augmented/augmented.hpp include/mlpack/methods/ann/augmented/tasks/add.hpp include/mlpack/methods/ann/augmented/tasks/add_impl.hpp include/mlpack/methods/ann/augmented/tasks/copy.hpp include/mlpack/methods/ann/augmented/tasks/copy_impl.hpp include/mlpack/methods/ann/augmented/tasks/score.hpp include/mlpack/methods/ann/augmented/tasks/score_impl.hpp include/mlpack/methods/ann/augmented/tasks/sort.hpp include/mlpack/methods/ann/augmented/tasks/sort_impl.hpp -include/mlpack/methods/ann/brnn.hpp -include/mlpack/methods/ann/brnn_impl.hpp +include/mlpack/methods/ann/augmented/tasks/tasks.hpp include/mlpack/methods/ann/convolution_rules/border_modes.hpp +include/mlpack/methods/ann/convolution_rules/convolution_rules.hpp include/mlpack/methods/ann/convolution_rules/fft_convolution.hpp include/mlpack/methods/ann/convolution_rules/naive_convolution.hpp include/mlpack/methods/ann/convolution_rules/svd_convolution.hpp include/mlpack/methods/ann/dists/bernoulli_distribution.hpp include/mlpack/methods/ann/dists/bernoulli_distribution_impl.hpp +include/mlpack/methods/ann/dists/dists.hpp include/mlpack/methods/ann/dists/normal_distribution.hpp include/mlpack/methods/ann/dists/normal_distribution_impl.hpp include/mlpack/methods/ann/ffn.hpp include/mlpack/methods/ann/ffn_impl.hpp -include/mlpack/methods/ann/gan/gan.hpp -include/mlpack/methods/ann/gan/gan_impl.hpp -include/mlpack/methods/ann/gan/gan_policies.hpp -include/mlpack/methods/ann/gan/metrics/inception_score.hpp -include/mlpack/methods/ann/gan/metrics/inception_score_impl.hpp -include/mlpack/methods/ann/gan/wgan_impl.hpp -include/mlpack/methods/ann/gan/wgangp_impl.hpp +include/mlpack/methods/ann/forward_decls.hpp include/mlpack/methods/ann/init_rules/const_init.hpp include/mlpack/methods/ann/init_rules/gaussian_init.hpp include/mlpack/methods/ann/init_rules/glorot_init.hpp include/mlpack/methods/ann/init_rules/he_init.hpp +include/mlpack/methods/ann/init_rules/init_rules.hpp include/mlpack/methods/ann/init_rules/init_rules_traits.hpp include/mlpack/methods/ann/init_rules/kathirvalavakumar_subavathi_init.hpp include/mlpack/methods/ann/init_rules/lecun_normal_init.hpp include/mlpack/methods/ann/init_rules/network_init.hpp include/mlpack/methods/ann/init_rules/nguyen_widrow_init.hpp include/mlpack/methods/ann/init_rules/oivs_init.hpp include/mlpack/methods/ann/init_rules/orthogonal_init.hpp include/mlpack/methods/ann/init_rules/random_init.hpp include/mlpack/methods/ann/layer/adaptive_max_pooling.hpp include/mlpack/methods/ann/layer/adaptive_max_pooling_impl.hpp include/mlpack/methods/ann/layer/adaptive_mean_pooling.hpp include/mlpack/methods/ann/layer/adaptive_mean_pooling_impl.hpp include/mlpack/methods/ann/layer/add.hpp include/mlpack/methods/ann/layer/add_impl.hpp include/mlpack/methods/ann/layer/add_merge.hpp include/mlpack/methods/ann/layer/add_merge_impl.hpp include/mlpack/methods/ann/layer/alpha_dropout.hpp include/mlpack/methods/ann/layer/alpha_dropout_impl.hpp -include/mlpack/methods/ann/layer/atrous_convolution.hpp -include/mlpack/methods/ann/layer/atrous_convolution_impl.hpp include/mlpack/methods/ann/layer/base_layer.hpp include/mlpack/methods/ann/layer/batch_norm.hpp include/mlpack/methods/ann/layer/batch_norm_impl.hpp -include/mlpack/methods/ann/layer/bilinear_interpolation.hpp -include/mlpack/methods/ann/layer/bilinear_interpolation_impl.hpp -include/mlpack/methods/ann/layer/c_relu.hpp -include/mlpack/methods/ann/layer/c_relu_impl.hpp include/mlpack/methods/ann/layer/celu.hpp include/mlpack/methods/ann/layer/celu_impl.hpp include/mlpack/methods/ann/layer/concat.hpp include/mlpack/methods/ann/layer/concat_impl.hpp -include/mlpack/methods/ann/layer/concat_performance.hpp -include/mlpack/methods/ann/layer/concat_performance_impl.hpp include/mlpack/methods/ann/layer/concatenate.hpp include/mlpack/methods/ann/layer/concatenate_impl.hpp -include/mlpack/methods/ann/layer/constant.hpp -include/mlpack/methods/ann/layer/constant_impl.hpp include/mlpack/methods/ann/layer/convolution.hpp include/mlpack/methods/ann/layer/convolution_impl.hpp include/mlpack/methods/ann/layer/dropconnect.hpp include/mlpack/methods/ann/layer/dropconnect_impl.hpp include/mlpack/methods/ann/layer/dropout.hpp include/mlpack/methods/ann/layer/dropout_impl.hpp include/mlpack/methods/ann/layer/elu.hpp include/mlpack/methods/ann/layer/elu_impl.hpp -include/mlpack/methods/ann/layer/fast_lstm.hpp -include/mlpack/methods/ann/layer/fast_lstm_impl.hpp -include/mlpack/methods/ann/layer/flexible_relu.hpp -include/mlpack/methods/ann/layer/flexible_relu_impl.hpp -include/mlpack/methods/ann/layer/glimpse.hpp -include/mlpack/methods/ann/layer/glimpse_impl.hpp -include/mlpack/methods/ann/layer/gru.hpp -include/mlpack/methods/ann/layer/gru_impl.hpp -include/mlpack/methods/ann/layer/hard_tanh.hpp -include/mlpack/methods/ann/layer/hard_tanh_impl.hpp -include/mlpack/methods/ann/layer/hardshrink.hpp -include/mlpack/methods/ann/layer/hardshrink_impl.hpp -include/mlpack/methods/ann/layer/highway.hpp -include/mlpack/methods/ann/layer/highway_impl.hpp -include/mlpack/methods/ann/layer/join.hpp -include/mlpack/methods/ann/layer/join_impl.hpp +include/mlpack/methods/ann/layer/grouped_convolution.hpp +include/mlpack/methods/ann/layer/grouped_convolution_impl.hpp +include/mlpack/methods/ann/layer/identity.hpp +include/mlpack/methods/ann/layer/identity_impl.hpp include/mlpack/methods/ann/layer/layer.hpp -include/mlpack/methods/ann/layer/layer_norm.hpp -include/mlpack/methods/ann/layer/layer_norm_impl.hpp -include/mlpack/methods/ann/layer/layer_traits.hpp include/mlpack/methods/ann/layer/layer_types.hpp include/mlpack/methods/ann/layer/leaky_relu.hpp include/mlpack/methods/ann/layer/leaky_relu_impl.hpp include/mlpack/methods/ann/layer/linear.hpp include/mlpack/methods/ann/layer/linear3d.hpp include/mlpack/methods/ann/layer/linear3d_impl.hpp include/mlpack/methods/ann/layer/linear_impl.hpp include/mlpack/methods/ann/layer/linear_no_bias.hpp include/mlpack/methods/ann/layer/linear_no_bias_impl.hpp include/mlpack/methods/ann/layer/log_softmax.hpp include/mlpack/methods/ann/layer/log_softmax_impl.hpp -include/mlpack/methods/ann/layer/lookup.hpp -include/mlpack/methods/ann/layer/lookup_impl.hpp include/mlpack/methods/ann/layer/lstm.hpp include/mlpack/methods/ann/layer/lstm_impl.hpp include/mlpack/methods/ann/layer/max_pooling.hpp include/mlpack/methods/ann/layer/max_pooling_impl.hpp include/mlpack/methods/ann/layer/mean_pooling.hpp include/mlpack/methods/ann/layer/mean_pooling_impl.hpp -include/mlpack/methods/ann/layer/minibatch_discrimination.hpp -include/mlpack/methods/ann/layer/minibatch_discrimination_impl.hpp -include/mlpack/methods/ann/layer/multihead_attention.hpp -include/mlpack/methods/ann/layer/multihead_attention_impl.hpp -include/mlpack/methods/ann/layer/multiply_constant.hpp -include/mlpack/methods/ann/layer/multiply_constant_impl.hpp -include/mlpack/methods/ann/layer/multiply_merge.hpp -include/mlpack/methods/ann/layer/multiply_merge_impl.hpp +include/mlpack/methods/ann/layer/multi_layer.hpp +include/mlpack/methods/ann/layer/multi_layer_impl.hpp include/mlpack/methods/ann/layer/noisylinear.hpp include/mlpack/methods/ann/layer/noisylinear_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/README.md +include/mlpack/methods/ann/layer/not_adapted/atrous_convolution.hpp +include/mlpack/methods/ann/layer/not_adapted/atrous_convolution_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/bicubic_interpolation.hpp +include/mlpack/methods/ann/layer/not_adapted/bicubic_interpolation_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/bilinear_interpolation.hpp +include/mlpack/methods/ann/layer/not_adapted/bilinear_interpolation_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/c_relu.hpp +include/mlpack/methods/ann/layer/not_adapted/c_relu_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/channel_shuffle.hpp +include/mlpack/methods/ann/layer/not_adapted/channel_shuffle_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/concat_performance.hpp +include/mlpack/methods/ann/layer/not_adapted/concat_performance_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/constant.hpp +include/mlpack/methods/ann/layer/not_adapted/constant_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/fast_lstm.hpp +include/mlpack/methods/ann/layer/not_adapted/fast_lstm_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/flatten_t_swish.hpp +include/mlpack/methods/ann/layer/not_adapted/flatten_t_swish_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/flexible_relu.hpp +include/mlpack/methods/ann/layer/not_adapted/flexible_relu_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/glimpse.hpp +include/mlpack/methods/ann/layer/not_adapted/glimpse_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/group_norm.hpp +include/mlpack/methods/ann/layer/not_adapted/group_norm_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/gru.hpp +include/mlpack/methods/ann/layer/not_adapted/gru_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/hard_tanh.hpp +include/mlpack/methods/ann/layer/not_adapted/hard_tanh_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/hardshrink.hpp +include/mlpack/methods/ann/layer/not_adapted/hardshrink_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/highway.hpp +include/mlpack/methods/ann/layer/not_adapted/highway_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/instance_norm.hpp +include/mlpack/methods/ann/layer/not_adapted/instance_norm_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/isrlu.hpp +include/mlpack/methods/ann/layer/not_adapted/isrlu_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/join.hpp +include/mlpack/methods/ann/layer/not_adapted/join_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/layer_norm.hpp +include/mlpack/methods/ann/layer/not_adapted/layer_norm_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/lookup.hpp +include/mlpack/methods/ann/layer/not_adapted/lookup_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/lp_pooling.hpp +include/mlpack/methods/ann/layer/not_adapted/lp_pooling_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/minibatch_discrimination.hpp +include/mlpack/methods/ann/layer/not_adapted/minibatch_discrimination_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/multihead_attention.hpp +include/mlpack/methods/ann/layer/not_adapted/multihead_attention_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/multiply_constant.hpp +include/mlpack/methods/ann/layer/not_adapted/multiply_constant_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/multiply_merge.hpp +include/mlpack/methods/ann/layer/not_adapted/multiply_merge_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/nearest_interpolation.hpp +include/mlpack/methods/ann/layer/not_adapted/nearest_interpolation_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/parametric_relu.hpp +include/mlpack/methods/ann/layer/not_adapted/parametric_relu_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/pixel_shuffle.hpp +include/mlpack/methods/ann/layer/not_adapted/pixel_shuffle_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/positional_encoding.hpp +include/mlpack/methods/ann/layer/not_adapted/positional_encoding_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/recurrent.hpp +include/mlpack/methods/ann/layer/not_adapted/recurrent_attention.hpp +include/mlpack/methods/ann/layer/not_adapted/recurrent_attention_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/recurrent_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/reinforce_normal.hpp +include/mlpack/methods/ann/layer/not_adapted/reinforce_normal_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/relu6.hpp +include/mlpack/methods/ann/layer/not_adapted/relu6_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/reparametrization.hpp +include/mlpack/methods/ann/layer/not_adapted/reparametrization_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/select.hpp +include/mlpack/methods/ann/layer/not_adapted/select_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/sequential.hpp +include/mlpack/methods/ann/layer/not_adapted/sequential_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/softmin.hpp +include/mlpack/methods/ann/layer/not_adapted/softmin_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/softshrink.hpp +include/mlpack/methods/ann/layer/not_adapted/softshrink_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/spatial_dropout.hpp +include/mlpack/methods/ann/layer/not_adapted/spatial_dropout_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/subview.hpp +include/mlpack/methods/ann/layer/not_adapted/transposed_convolution.hpp +include/mlpack/methods/ann/layer/not_adapted/transposed_convolution_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/virtual_batch_norm.hpp +include/mlpack/methods/ann/layer/not_adapted/virtual_batch_norm_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/weight_norm.hpp +include/mlpack/methods/ann/layer/not_adapted/weight_norm_impl.hpp include/mlpack/methods/ann/layer/padding.hpp include/mlpack/methods/ann/layer/padding_impl.hpp -include/mlpack/methods/ann/layer/parametric_relu.hpp -include/mlpack/methods/ann/layer/parametric_relu_impl.hpp -include/mlpack/methods/ann/layer/positional_encoding.hpp -include/mlpack/methods/ann/layer/positional_encoding_impl.hpp include/mlpack/methods/ann/layer/radial_basis_function.hpp include/mlpack/methods/ann/layer/radial_basis_function_impl.hpp -include/mlpack/methods/ann/layer/recurrent.hpp -include/mlpack/methods/ann/layer/recurrent_attention.hpp -include/mlpack/methods/ann/layer/recurrent_attention_impl.hpp -include/mlpack/methods/ann/layer/recurrent_impl.hpp -include/mlpack/methods/ann/layer/reinforce_normal.hpp -include/mlpack/methods/ann/layer/reinforce_normal_impl.hpp -include/mlpack/methods/ann/layer/reparametrization.hpp -include/mlpack/methods/ann/layer/reparametrization_impl.hpp -include/mlpack/methods/ann/layer/select.hpp -include/mlpack/methods/ann/layer/select_impl.hpp -include/mlpack/methods/ann/layer/sequential.hpp -include/mlpack/methods/ann/layer/sequential_impl.hpp +include/mlpack/methods/ann/layer/recurrent_layer.hpp +include/mlpack/methods/ann/layer/recurrent_layer_impl.hpp +include/mlpack/methods/ann/layer/serialization.hpp include/mlpack/methods/ann/layer/softmax.hpp include/mlpack/methods/ann/layer/softmax_impl.hpp -include/mlpack/methods/ann/layer/softmin.hpp -include/mlpack/methods/ann/layer/softmin_impl.hpp -include/mlpack/methods/ann/layer/softshrink.hpp -include/mlpack/methods/ann/layer/softshrink_impl.hpp -include/mlpack/methods/ann/layer/spatial_dropout.hpp -include/mlpack/methods/ann/layer/spatial_dropout_impl.hpp -include/mlpack/methods/ann/layer/subview.hpp -include/mlpack/methods/ann/layer/transposed_convolution.hpp -include/mlpack/methods/ann/layer/transposed_convolution_impl.hpp -include/mlpack/methods/ann/layer/virtual_batch_norm.hpp -include/mlpack/methods/ann/layer/virtual_batch_norm_impl.hpp -include/mlpack/methods/ann/layer/vr_class_reward.hpp -include/mlpack/methods/ann/layer/vr_class_reward_impl.hpp -include/mlpack/methods/ann/layer/weight_norm.hpp -include/mlpack/methods/ann/layer/weight_norm_impl.hpp -include/mlpack/methods/ann/layer_names.hpp +include/mlpack/methods/ann/loss_functions/binary_cross_entropy_loss.hpp +include/mlpack/methods/ann/loss_functions/binary_cross_entropy_loss_impl.hpp include/mlpack/methods/ann/loss_functions/cosine_embedding_loss.hpp include/mlpack/methods/ann/loss_functions/cosine_embedding_loss_impl.hpp -include/mlpack/methods/ann/loss_functions/cross_entropy_error.hpp -include/mlpack/methods/ann/loss_functions/cross_entropy_error_impl.hpp include/mlpack/methods/ann/loss_functions/dice_loss.hpp include/mlpack/methods/ann/loss_functions/dice_loss_impl.hpp include/mlpack/methods/ann/loss_functions/earth_mover_distance.hpp include/mlpack/methods/ann/loss_functions/earth_mover_distance_impl.hpp include/mlpack/methods/ann/loss_functions/empty_loss.hpp include/mlpack/methods/ann/loss_functions/empty_loss_impl.hpp include/mlpack/methods/ann/loss_functions/hinge_embedding_loss.hpp include/mlpack/methods/ann/loss_functions/hinge_embedding_loss_impl.hpp +include/mlpack/methods/ann/loss_functions/hinge_loss.hpp +include/mlpack/methods/ann/loss_functions/hinge_loss_impl.hpp include/mlpack/methods/ann/loss_functions/huber_loss.hpp include/mlpack/methods/ann/loss_functions/huber_loss_impl.hpp include/mlpack/methods/ann/loss_functions/kl_divergence.hpp include/mlpack/methods/ann/loss_functions/kl_divergence_impl.hpp include/mlpack/methods/ann/loss_functions/l1_loss.hpp include/mlpack/methods/ann/loss_functions/l1_loss_impl.hpp include/mlpack/methods/ann/loss_functions/log_cosh_loss.hpp include/mlpack/methods/ann/loss_functions/log_cosh_loss_impl.hpp +include/mlpack/methods/ann/loss_functions/loss_functions.hpp include/mlpack/methods/ann/loss_functions/margin_ranking_loss.hpp include/mlpack/methods/ann/loss_functions/margin_ranking_loss_impl.hpp include/mlpack/methods/ann/loss_functions/mean_absolute_percentage_error.hpp include/mlpack/methods/ann/loss_functions/mean_absolute_percentage_error_impl.hpp include/mlpack/methods/ann/loss_functions/mean_bias_error.hpp include/mlpack/methods/ann/loss_functions/mean_bias_error_impl.hpp include/mlpack/methods/ann/loss_functions/mean_squared_error.hpp include/mlpack/methods/ann/loss_functions/mean_squared_error_impl.hpp include/mlpack/methods/ann/loss_functions/mean_squared_logarithmic_error.hpp include/mlpack/methods/ann/loss_functions/mean_squared_logarithmic_error_impl.hpp +include/mlpack/methods/ann/loss_functions/multilabel_softmargin_loss.hpp +include/mlpack/methods/ann/loss_functions/multilabel_softmargin_loss_impl.hpp include/mlpack/methods/ann/loss_functions/negative_log_likelihood.hpp include/mlpack/methods/ann/loss_functions/negative_log_likelihood_impl.hpp include/mlpack/methods/ann/loss_functions/poisson_nll_loss.hpp include/mlpack/methods/ann/loss_functions/poisson_nll_loss_impl.hpp include/mlpack/methods/ann/loss_functions/reconstruction_loss.hpp include/mlpack/methods/ann/loss_functions/reconstruction_loss_impl.hpp include/mlpack/methods/ann/loss_functions/sigmoid_cross_entropy_error.hpp include/mlpack/methods/ann/loss_functions/sigmoid_cross_entropy_error_impl.hpp include/mlpack/methods/ann/loss_functions/soft_margin_loss.hpp include/mlpack/methods/ann/loss_functions/soft_margin_loss_impl.hpp -include/mlpack/methods/ann/rbm/rbm.hpp -include/mlpack/methods/ann/rbm/rbm_impl.hpp -include/mlpack/methods/ann/rbm/rbm_policies.hpp -include/mlpack/methods/ann/rbm/spike_slab_rbm_impl.hpp +include/mlpack/methods/ann/loss_functions/triplet_margin_loss.hpp +include/mlpack/methods/ann/loss_functions/triplet_margin_loss_impl.hpp +include/mlpack/methods/ann/loss_functions/vr_class_reward.hpp +include/mlpack/methods/ann/loss_functions/vr_class_reward_impl.hpp +include/mlpack/methods/ann/make_alias.hpp +include/mlpack/methods/ann/not_adapted/brnn.hpp +include/mlpack/methods/ann/not_adapted/brnn_impl.hpp +include/mlpack/methods/ann/not_adapted/gan/gan.hpp +include/mlpack/methods/ann/not_adapted/gan/gan_impl.hpp +include/mlpack/methods/ann/not_adapted/gan/gan_policies.hpp +include/mlpack/methods/ann/not_adapted/gan/metrics/inception_score.hpp +include/mlpack/methods/ann/not_adapted/gan/metrics/inception_score_impl.hpp +include/mlpack/methods/ann/not_adapted/gan/wgan_impl.hpp +include/mlpack/methods/ann/not_adapted/gan/wgangp_impl.hpp +include/mlpack/methods/ann/not_adapted/rbm/rbm.hpp +include/mlpack/methods/ann/not_adapted/rbm/rbm_impl.hpp +include/mlpack/methods/ann/not_adapted/rbm/rbm_policies.hpp +include/mlpack/methods/ann/not_adapted/rbm/spike_slab_rbm_impl.hpp include/mlpack/methods/ann/regularizer/lregularizer.hpp include/mlpack/methods/ann/regularizer/lregularizer_impl.hpp include/mlpack/methods/ann/regularizer/no_regularizer.hpp include/mlpack/methods/ann/regularizer/orthogonal_regularizer.hpp include/mlpack/methods/ann/regularizer/orthogonal_regularizer_impl.hpp include/mlpack/methods/ann/regularizer/regularizer.hpp include/mlpack/methods/ann/rnn.hpp include/mlpack/methods/ann/rnn_impl.hpp -include/mlpack/methods/ann/visitor/add_visitor.hpp -include/mlpack/methods/ann/visitor/add_visitor_impl.hpp -include/mlpack/methods/ann/visitor/backward_visitor.hpp -include/mlpack/methods/ann/visitor/backward_visitor_impl.hpp -include/mlpack/methods/ann/visitor/bias_set_visitor.hpp -include/mlpack/methods/ann/visitor/bias_set_visitor_impl.hpp -include/mlpack/methods/ann/visitor/copy_visitor.hpp -include/mlpack/methods/ann/visitor/copy_visitor_impl.hpp -include/mlpack/methods/ann/visitor/delete_visitor.hpp -include/mlpack/methods/ann/visitor/delete_visitor_impl.hpp -include/mlpack/methods/ann/visitor/delta_visitor.hpp -include/mlpack/methods/ann/visitor/delta_visitor_impl.hpp -include/mlpack/methods/ann/visitor/deterministic_set_visitor.hpp -include/mlpack/methods/ann/visitor/deterministic_set_visitor_impl.hpp -include/mlpack/methods/ann/visitor/forward_visitor.hpp -include/mlpack/methods/ann/visitor/forward_visitor_impl.hpp -include/mlpack/methods/ann/visitor/gradient_set_visitor.hpp -include/mlpack/methods/ann/visitor/gradient_set_visitor_impl.hpp -include/mlpack/methods/ann/visitor/gradient_update_visitor.hpp -include/mlpack/methods/ann/visitor/gradient_update_visitor_impl.hpp -include/mlpack/methods/ann/visitor/gradient_visitor.hpp -include/mlpack/methods/ann/visitor/gradient_visitor_impl.hpp -include/mlpack/methods/ann/visitor/gradient_zero_visitor.hpp -include/mlpack/methods/ann/visitor/gradient_zero_visitor_impl.hpp -include/mlpack/methods/ann/visitor/load_output_parameter_visitor.hpp -include/mlpack/methods/ann/visitor/load_output_parameter_visitor_impl.hpp -include/mlpack/methods/ann/visitor/loss_visitor.hpp -include/mlpack/methods/ann/visitor/loss_visitor_impl.hpp -include/mlpack/methods/ann/visitor/output_height_visitor.hpp -include/mlpack/methods/ann/visitor/output_height_visitor_impl.hpp -include/mlpack/methods/ann/visitor/output_parameter_visitor.hpp -include/mlpack/methods/ann/visitor/output_parameter_visitor_impl.hpp -include/mlpack/methods/ann/visitor/output_width_visitor.hpp -include/mlpack/methods/ann/visitor/output_width_visitor_impl.hpp -include/mlpack/methods/ann/visitor/parameters_set_visitor.hpp -include/mlpack/methods/ann/visitor/parameters_set_visitor_impl.hpp -include/mlpack/methods/ann/visitor/parameters_visitor.hpp -include/mlpack/methods/ann/visitor/parameters_visitor_impl.hpp -include/mlpack/methods/ann/visitor/reset_cell_visitor.hpp -include/mlpack/methods/ann/visitor/reset_cell_visitor_impl.hpp -include/mlpack/methods/ann/visitor/reset_visitor.hpp -include/mlpack/methods/ann/visitor/reset_visitor_impl.hpp -include/mlpack/methods/ann/visitor/reward_set_visitor.hpp -include/mlpack/methods/ann/visitor/reward_set_visitor_impl.hpp -include/mlpack/methods/ann/visitor/run_set_visitor.hpp -include/mlpack/methods/ann/visitor/run_set_visitor_impl.hpp -include/mlpack/methods/ann/visitor/save_output_parameter_visitor.hpp -include/mlpack/methods/ann/visitor/save_output_parameter_visitor_impl.hpp -include/mlpack/methods/ann/visitor/set_input_height_visitor.hpp -include/mlpack/methods/ann/visitor/set_input_height_visitor_impl.hpp -include/mlpack/methods/ann/visitor/set_input_width_visitor.hpp -include/mlpack/methods/ann/visitor/set_input_width_visitor_impl.hpp -include/mlpack/methods/ann/visitor/weight_set_visitor.hpp -include/mlpack/methods/ann/visitor/weight_set_visitor_impl.hpp -include/mlpack/methods/ann/visitor/weight_size_visitor.hpp -include/mlpack/methods/ann/visitor/weight_size_visitor_impl.hpp +include/mlpack/methods/approx_kfn.hpp +include/mlpack/methods/approx_kfn/approx_kfn.hpp +include/mlpack/methods/approx_kfn/approx_kfn_main.cpp include/mlpack/methods/approx_kfn/drusilla_select.hpp include/mlpack/methods/approx_kfn/drusilla_select_impl.hpp include/mlpack/methods/approx_kfn/qdafn.hpp include/mlpack/methods/approx_kfn/qdafn_impl.hpp +include/mlpack/methods/bayesian_linear_regression.hpp include/mlpack/methods/bayesian_linear_regression/bayesian_linear_regression.hpp include/mlpack/methods/bayesian_linear_regression/bayesian_linear_regression_impl.hpp +include/mlpack/methods/bayesian_linear_regression/bayesian_linear_regression_main.cpp +include/mlpack/methods/bias_svd.hpp include/mlpack/methods/bias_svd/bias_svd.hpp include/mlpack/methods/bias_svd/bias_svd_function.hpp include/mlpack/methods/bias_svd/bias_svd_function_impl.hpp include/mlpack/methods/bias_svd/bias_svd_impl.hpp +include/mlpack/methods/block_krylov_svd.hpp +include/mlpack/methods/block_krylov_svd/block_krylov_svd.hpp include/mlpack/methods/block_krylov_svd/randomized_block_krylov_svd.hpp +include/mlpack/methods/block_krylov_svd/randomized_block_krylov_svd_impl.hpp +include/mlpack/methods/cf.hpp include/mlpack/methods/cf/cf.hpp include/mlpack/methods/cf/cf_impl.hpp +include/mlpack/methods/cf/cf_main.cpp include/mlpack/methods/cf/cf_model.hpp include/mlpack/methods/cf/cf_model_impl.hpp include/mlpack/methods/cf/decomposition_policies/batch_svd_method.hpp include/mlpack/methods/cf/decomposition_policies/bias_svd_method.hpp +include/mlpack/methods/cf/decomposition_policies/decomposition_policies.hpp include/mlpack/methods/cf/decomposition_policies/nmf_method.hpp include/mlpack/methods/cf/decomposition_policies/randomized_svd_method.hpp include/mlpack/methods/cf/decomposition_policies/regularized_svd_method.hpp include/mlpack/methods/cf/decomposition_policies/svd_complete_method.hpp include/mlpack/methods/cf/decomposition_policies/svd_incomplete_method.hpp include/mlpack/methods/cf/decomposition_policies/svdplusplus_method.hpp include/mlpack/methods/cf/interpolation_policies/average_interpolation.hpp +include/mlpack/methods/cf/interpolation_policies/interpolation_policies.hpp include/mlpack/methods/cf/interpolation_policies/regression_interpolation.hpp include/mlpack/methods/cf/interpolation_policies/similarity_interpolation.hpp include/mlpack/methods/cf/neighbor_search_policies/cosine_search.hpp include/mlpack/methods/cf/neighbor_search_policies/lmetric_search.hpp +include/mlpack/methods/cf/neighbor_search_policies/neighbor_search_policies.hpp include/mlpack/methods/cf/neighbor_search_policies/pearson_search.hpp include/mlpack/methods/cf/normalization/combined_normalization.hpp include/mlpack/methods/cf/normalization/item_mean_normalization.hpp include/mlpack/methods/cf/normalization/no_normalization.hpp +include/mlpack/methods/cf/normalization/normalization.hpp include/mlpack/methods/cf/normalization/overall_mean_normalization.hpp include/mlpack/methods/cf/normalization/user_mean_normalization.hpp include/mlpack/methods/cf/normalization/z_score_normalization.hpp include/mlpack/methods/cf/svd_wrapper.hpp include/mlpack/methods/cf/svd_wrapper_impl.hpp +include/mlpack/methods/dbscan.hpp include/mlpack/methods/dbscan/dbscan.hpp include/mlpack/methods/dbscan/dbscan_impl.hpp +include/mlpack/methods/dbscan/dbscan_main.cpp include/mlpack/methods/dbscan/ordered_point_selection.hpp include/mlpack/methods/dbscan/random_point_selection.hpp -include/mlpack/methods/decision_stump/decision_stump.hpp -include/mlpack/methods/decision_stump/decision_stump_impl.hpp +include/mlpack/methods/decision_tree.hpp include/mlpack/methods/decision_tree/all_categorical_split.hpp include/mlpack/methods/decision_tree/all_categorical_split_impl.hpp include/mlpack/methods/decision_tree/all_dimension_select.hpp include/mlpack/methods/decision_tree/best_binary_numeric_split.hpp include/mlpack/methods/decision_tree/best_binary_numeric_split_impl.hpp include/mlpack/methods/decision_tree/decision_tree.hpp include/mlpack/methods/decision_tree/decision_tree_impl.hpp +include/mlpack/methods/decision_tree/decision_tree_main.cpp +include/mlpack/methods/decision_tree/decision_tree_regressor.hpp +include/mlpack/methods/decision_tree/decision_tree_regressor_impl.hpp include/mlpack/methods/decision_tree/gini_gain.hpp include/mlpack/methods/decision_tree/information_gain.hpp +include/mlpack/methods/decision_tree/mad_gain.hpp +include/mlpack/methods/decision_tree/mse_gain.hpp include/mlpack/methods/decision_tree/multiple_random_dimension_select.hpp +include/mlpack/methods/decision_tree/random_binary_numeric_split.hpp +include/mlpack/methods/decision_tree/random_binary_numeric_split_impl.hpp include/mlpack/methods/decision_tree/random_dimension_select.hpp +include/mlpack/methods/decision_tree/utils.hpp +include/mlpack/methods/det.hpp +include/mlpack/methods/det/det.hpp +include/mlpack/methods/det/det_main.cpp include/mlpack/methods/det/dt_utils.hpp include/mlpack/methods/det/dt_utils_impl.hpp include/mlpack/methods/det/dtree.hpp include/mlpack/methods/det/dtree_impl.hpp +include/mlpack/methods/emst.hpp include/mlpack/methods/emst/dtb.hpp include/mlpack/methods/emst/dtb_impl.hpp include/mlpack/methods/emst/dtb_rules.hpp include/mlpack/methods/emst/dtb_rules_impl.hpp include/mlpack/methods/emst/dtb_stat.hpp include/mlpack/methods/emst/edge_pair.hpp +include/mlpack/methods/emst/emst.hpp +include/mlpack/methods/emst/emst_main.cpp include/mlpack/methods/emst/union_find.hpp +include/mlpack/methods/fastmks.hpp include/mlpack/methods/fastmks/fastmks.hpp include/mlpack/methods/fastmks/fastmks_impl.hpp +include/mlpack/methods/fastmks/fastmks_main.cpp include/mlpack/methods/fastmks/fastmks_model.hpp include/mlpack/methods/fastmks/fastmks_model_impl.hpp include/mlpack/methods/fastmks/fastmks_rules.hpp include/mlpack/methods/fastmks/fastmks_rules_impl.hpp include/mlpack/methods/fastmks/fastmks_stat.hpp +include/mlpack/methods/gmm.hpp include/mlpack/methods/gmm/diagonal_constraint.hpp include/mlpack/methods/gmm/diagonal_gmm.hpp include/mlpack/methods/gmm/diagonal_gmm_impl.hpp include/mlpack/methods/gmm/eigenvalue_ratio_constraint.hpp include/mlpack/methods/gmm/em_fit.hpp include/mlpack/methods/gmm/em_fit_impl.hpp include/mlpack/methods/gmm/gmm.hpp +include/mlpack/methods/gmm/gmm_generate_main.cpp include/mlpack/methods/gmm/gmm_impl.hpp +include/mlpack/methods/gmm/gmm_probability_main.cpp +include/mlpack/methods/gmm/gmm_train_main.cpp include/mlpack/methods/gmm/no_constraint.hpp include/mlpack/methods/gmm/positive_definite_constraint.hpp +include/mlpack/methods/hmm.hpp include/mlpack/methods/hmm/hmm.hpp +include/mlpack/methods/hmm/hmm_generate_main.cpp include/mlpack/methods/hmm/hmm_impl.hpp +include/mlpack/methods/hmm/hmm_loglik_main.cpp include/mlpack/methods/hmm/hmm_model.hpp -include/mlpack/methods/hmm/hmm_regression.hpp -include/mlpack/methods/hmm/hmm_regression_impl.hpp +include/mlpack/methods/hmm/hmm_train_main.cpp include/mlpack/methods/hmm/hmm_util.hpp include/mlpack/methods/hmm/hmm_util_impl.hpp +include/mlpack/methods/hmm/hmm_viterbi_main.cpp +include/mlpack/methods/hoeffding_trees.hpp include/mlpack/methods/hoeffding_trees/binary_numeric_split.hpp include/mlpack/methods/hoeffding_trees/binary_numeric_split_impl.hpp include/mlpack/methods/hoeffding_trees/binary_numeric_split_info.hpp include/mlpack/methods/hoeffding_trees/categorical_split_info.hpp include/mlpack/methods/hoeffding_trees/gini_impurity.hpp include/mlpack/methods/hoeffding_trees/hoeffding_categorical_split.hpp include/mlpack/methods/hoeffding_trees/hoeffding_categorical_split_impl.hpp include/mlpack/methods/hoeffding_trees/hoeffding_numeric_split.hpp include/mlpack/methods/hoeffding_trees/hoeffding_numeric_split_impl.hpp include/mlpack/methods/hoeffding_trees/hoeffding_tree.hpp include/mlpack/methods/hoeffding_trees/hoeffding_tree_impl.hpp +include/mlpack/methods/hoeffding_trees/hoeffding_tree_main.cpp include/mlpack/methods/hoeffding_trees/hoeffding_tree_model.hpp +include/mlpack/methods/hoeffding_trees/hoeffding_tree_model_impl.hpp +include/mlpack/methods/hoeffding_trees/hoeffding_trees.hpp include/mlpack/methods/hoeffding_trees/information_gain.hpp include/mlpack/methods/hoeffding_trees/numeric_split_info.hpp include/mlpack/methods/hoeffding_trees/typedef.hpp +include/mlpack/methods/kde.hpp include/mlpack/methods/kde/kde.hpp include/mlpack/methods/kde/kde_impl.hpp +include/mlpack/methods/kde/kde_main.cpp include/mlpack/methods/kde/kde_model.hpp include/mlpack/methods/kde/kde_model_impl.hpp include/mlpack/methods/kde/kde_rules.hpp include/mlpack/methods/kde/kde_rules_impl.hpp include/mlpack/methods/kde/kde_stat.hpp +include/mlpack/methods/kernel_pca.hpp include/mlpack/methods/kernel_pca/kernel_pca.hpp include/mlpack/methods/kernel_pca/kernel_pca_impl.hpp +include/mlpack/methods/kernel_pca/kernel_pca_main.cpp include/mlpack/methods/kernel_pca/kernel_rules/naive_method.hpp include/mlpack/methods/kernel_pca/kernel_rules/nystroem_method.hpp +include/mlpack/methods/kmeans.hpp include/mlpack/methods/kmeans/allow_empty_clusters.hpp include/mlpack/methods/kmeans/dual_tree_kmeans.hpp include/mlpack/methods/kmeans/dual_tree_kmeans_impl.hpp include/mlpack/methods/kmeans/dual_tree_kmeans_rules.hpp include/mlpack/methods/kmeans/dual_tree_kmeans_rules_impl.hpp include/mlpack/methods/kmeans/dual_tree_kmeans_statistic.hpp include/mlpack/methods/kmeans/elkan_kmeans.hpp include/mlpack/methods/kmeans/elkan_kmeans_impl.hpp include/mlpack/methods/kmeans/hamerly_kmeans.hpp include/mlpack/methods/kmeans/hamerly_kmeans_impl.hpp include/mlpack/methods/kmeans/kill_empty_clusters.hpp include/mlpack/methods/kmeans/kmeans.hpp include/mlpack/methods/kmeans/kmeans_impl.hpp +include/mlpack/methods/kmeans/kmeans_main.cpp +include/mlpack/methods/kmeans/kmeans_plus_plus_initialization.hpp include/mlpack/methods/kmeans/max_variance_new_cluster.hpp include/mlpack/methods/kmeans/max_variance_new_cluster_impl.hpp include/mlpack/methods/kmeans/naive_kmeans.hpp include/mlpack/methods/kmeans/naive_kmeans_impl.hpp include/mlpack/methods/kmeans/pelleg_moore_kmeans.hpp include/mlpack/methods/kmeans/pelleg_moore_kmeans_impl.hpp include/mlpack/methods/kmeans/pelleg_moore_kmeans_rules.hpp include/mlpack/methods/kmeans/pelleg_moore_kmeans_rules_impl.hpp include/mlpack/methods/kmeans/pelleg_moore_kmeans_statistic.hpp include/mlpack/methods/kmeans/random_partition.hpp include/mlpack/methods/kmeans/refined_start.hpp include/mlpack/methods/kmeans/refined_start_impl.hpp include/mlpack/methods/kmeans/sample_initialization.hpp +include/mlpack/methods/lars.hpp include/mlpack/methods/lars/lars.hpp include/mlpack/methods/lars/lars_impl.hpp +include/mlpack/methods/lars/lars_main.cpp +include/mlpack/methods/linear_regression.hpp include/mlpack/methods/linear_regression/linear_regression.hpp +include/mlpack/methods/linear_regression/linear_regression_impl.hpp +include/mlpack/methods/linear_regression/linear_regression_main.cpp +include/mlpack/methods/linear_regression/linear_regression_predict_main.cpp +include/mlpack/methods/linear_regression/linear_regression_train_main.cpp +include/mlpack/methods/linear_svm.hpp include/mlpack/methods/linear_svm/linear_svm.hpp include/mlpack/methods/linear_svm/linear_svm_function.hpp include/mlpack/methods/linear_svm/linear_svm_function_impl.hpp include/mlpack/methods/linear_svm/linear_svm_impl.hpp +include/mlpack/methods/linear_svm/linear_svm_main.cpp +include/mlpack/methods/lmnn.hpp include/mlpack/methods/lmnn/constraints.hpp include/mlpack/methods/lmnn/constraints_impl.hpp include/mlpack/methods/lmnn/lmnn.hpp include/mlpack/methods/lmnn/lmnn_function.hpp include/mlpack/methods/lmnn/lmnn_function_impl.hpp include/mlpack/methods/lmnn/lmnn_impl.hpp +include/mlpack/methods/lmnn/lmnn_main.cpp +include/mlpack/methods/local_coordinate_coding.hpp include/mlpack/methods/local_coordinate_coding/lcc.hpp include/mlpack/methods/local_coordinate_coding/lcc_impl.hpp +include/mlpack/methods/local_coordinate_coding/local_coordinate_coding.hpp +include/mlpack/methods/local_coordinate_coding/local_coordinate_coding_main.cpp +include/mlpack/methods/logistic_regression.hpp include/mlpack/methods/logistic_regression/logistic_regression.hpp include/mlpack/methods/logistic_regression/logistic_regression_function.hpp include/mlpack/methods/logistic_regression/logistic_regression_function_impl.hpp include/mlpack/methods/logistic_regression/logistic_regression_impl.hpp +include/mlpack/methods/logistic_regression/logistic_regression_main.cpp +include/mlpack/methods/lsh.hpp +include/mlpack/methods/lsh/lsh.hpp +include/mlpack/methods/lsh/lsh_main.cpp include/mlpack/methods/lsh/lsh_search.hpp include/mlpack/methods/lsh/lsh_search_impl.hpp +include/mlpack/methods/matrix_completion.hpp include/mlpack/methods/matrix_completion/matrix_completion.hpp +include/mlpack/methods/matrix_completion/matrix_completion_impl.hpp +include/mlpack/methods/mean_shift.hpp include/mlpack/methods/mean_shift/mean_shift.hpp include/mlpack/methods/mean_shift/mean_shift_impl.hpp -include/mlpack/methods/mvu/mvu.hpp +include/mlpack/methods/mean_shift/mean_shift_main.cpp +include/mlpack/methods/naive_bayes.hpp +include/mlpack/methods/naive_bayes/naive_bayes.hpp include/mlpack/methods/naive_bayes/naive_bayes_classifier.hpp include/mlpack/methods/naive_bayes/naive_bayes_classifier_impl.hpp +include/mlpack/methods/naive_bayes/nbc_main.cpp +include/mlpack/methods/nca.hpp include/mlpack/methods/nca/nca.hpp include/mlpack/methods/nca/nca_impl.hpp +include/mlpack/methods/nca/nca_main.cpp include/mlpack/methods/nca/nca_softmax_error_function.hpp include/mlpack/methods/nca/nca_softmax_error_function_impl.hpp +include/mlpack/methods/neighbor_search.hpp +include/mlpack/methods/neighbor_search/kfn_main.cpp +include/mlpack/methods/neighbor_search/knn_main.cpp include/mlpack/methods/neighbor_search/neighbor_search.hpp include/mlpack/methods/neighbor_search/neighbor_search_impl.hpp include/mlpack/methods/neighbor_search/neighbor_search_rules.hpp include/mlpack/methods/neighbor_search/neighbor_search_rules_impl.hpp include/mlpack/methods/neighbor_search/neighbor_search_stat.hpp include/mlpack/methods/neighbor_search/ns_model.hpp include/mlpack/methods/neighbor_search/ns_model_impl.hpp include/mlpack/methods/neighbor_search/sort_policies/furthest_neighbor_sort.hpp include/mlpack/methods/neighbor_search/sort_policies/furthest_neighbor_sort_impl.hpp include/mlpack/methods/neighbor_search/sort_policies/nearest_neighbor_sort.hpp include/mlpack/methods/neighbor_search/sort_policies/nearest_neighbor_sort_impl.hpp include/mlpack/methods/neighbor_search/typedef.hpp include/mlpack/methods/neighbor_search/unmap.hpp +include/mlpack/methods/neighbor_search/unmap_impl.hpp +include/mlpack/methods/nmf.hpp +include/mlpack/methods/nmf/nmf.hpp +include/mlpack/methods/nmf/nmf_main.cpp +include/mlpack/methods/nystroem_method.hpp include/mlpack/methods/nystroem_method/kmeans_selection.hpp include/mlpack/methods/nystroem_method/nystroem_method.hpp include/mlpack/methods/nystroem_method/nystroem_method_impl.hpp include/mlpack/methods/nystroem_method/ordered_selection.hpp include/mlpack/methods/nystroem_method/random_selection.hpp +include/mlpack/methods/pca.hpp +include/mlpack/methods/pca/decomposition_policies/decomposition_policies.hpp include/mlpack/methods/pca/decomposition_policies/exact_svd_method.hpp include/mlpack/methods/pca/decomposition_policies/quic_svd_method.hpp include/mlpack/methods/pca/decomposition_policies/randomized_block_krylov_method.hpp include/mlpack/methods/pca/decomposition_policies/randomized_svd_method.hpp include/mlpack/methods/pca/pca.hpp include/mlpack/methods/pca/pca_impl.hpp +include/mlpack/methods/pca/pca_main.cpp +include/mlpack/methods/perceptron.hpp +include/mlpack/methods/perceptron/initialization_methods/initialization_methods.hpp include/mlpack/methods/perceptron/initialization_methods/random_init.hpp include/mlpack/methods/perceptron/initialization_methods/zero_init.hpp +include/mlpack/methods/perceptron/learning_policies/learning_policies.hpp include/mlpack/methods/perceptron/learning_policies/simple_weight_update.hpp include/mlpack/methods/perceptron/perceptron.hpp include/mlpack/methods/perceptron/perceptron_impl.hpp +include/mlpack/methods/perceptron/perceptron_main.cpp +include/mlpack/methods/preprocess.hpp +include/mlpack/methods/preprocess/image_converter_main.cpp +include/mlpack/methods/preprocess/preprocess_binarize_main.cpp +include/mlpack/methods/preprocess/preprocess_describe_main.cpp +include/mlpack/methods/preprocess/preprocess_imputer_main.cpp +include/mlpack/methods/preprocess/preprocess_one_hot_encoding_main.cpp +include/mlpack/methods/preprocess/preprocess_scale_main.cpp +include/mlpack/methods/preprocess/preprocess_split_main.cpp include/mlpack/methods/preprocess/scaling_model.hpp include/mlpack/methods/preprocess/scaling_model_impl.hpp +include/mlpack/methods/quic_svd.hpp include/mlpack/methods/quic_svd/quic_svd.hpp +include/mlpack/methods/quic_svd/quic_svd_impl.hpp +include/mlpack/methods/radical.hpp include/mlpack/methods/radical/radical.hpp +include/mlpack/methods/radical/radical_impl.hpp +include/mlpack/methods/radical/radical_main.cpp +include/mlpack/methods/random_forest.hpp include/mlpack/methods/random_forest/bootstrap.hpp include/mlpack/methods/random_forest/random_forest.hpp include/mlpack/methods/random_forest/random_forest_impl.hpp +include/mlpack/methods/random_forest/random_forest_main.cpp +include/mlpack/methods/randomized_svd.hpp include/mlpack/methods/randomized_svd/randomized_svd.hpp +include/mlpack/methods/randomized_svd/randomized_svd_impl.hpp +include/mlpack/methods/range_search.hpp include/mlpack/methods/range_search/range_search.hpp include/mlpack/methods/range_search/range_search_impl.hpp +include/mlpack/methods/range_search/range_search_main.cpp include/mlpack/methods/range_search/range_search_rules.hpp include/mlpack/methods/range_search/range_search_rules_impl.hpp include/mlpack/methods/range_search/range_search_stat.hpp include/mlpack/methods/range_search/rs_model.hpp include/mlpack/methods/range_search/rs_model_impl.hpp +include/mlpack/methods/rann.hpp +include/mlpack/methods/rann/krann_main.cpp include/mlpack/methods/rann/ra_model.hpp include/mlpack/methods/rann/ra_model_impl.hpp include/mlpack/methods/rann/ra_query_stat.hpp include/mlpack/methods/rann/ra_search.hpp include/mlpack/methods/rann/ra_search_impl.hpp include/mlpack/methods/rann/ra_search_rules.hpp include/mlpack/methods/rann/ra_search_rules_impl.hpp include/mlpack/methods/rann/ra_typedef.hpp include/mlpack/methods/rann/ra_util.hpp +include/mlpack/methods/rann/ra_util_impl.hpp +include/mlpack/methods/rann/rann.hpp +include/mlpack/methods/regularized_svd.hpp include/mlpack/methods/regularized_svd/regularized_svd.hpp include/mlpack/methods/regularized_svd/regularized_svd_function.hpp include/mlpack/methods/regularized_svd/regularized_svd_function_impl.hpp include/mlpack/methods/regularized_svd/regularized_svd_impl.hpp +include/mlpack/methods/reinforcement_learning.hpp include/mlpack/methods/reinforcement_learning/async_learning.hpp include/mlpack/methods/reinforcement_learning/async_learning_impl.hpp include/mlpack/methods/reinforcement_learning/environment/acrobot.hpp include/mlpack/methods/reinforcement_learning/environment/cart_pole.hpp include/mlpack/methods/reinforcement_learning/environment/continuous_double_pole_cart.hpp include/mlpack/methods/reinforcement_learning/environment/continuous_mountain_car.hpp include/mlpack/methods/reinforcement_learning/environment/double_pole_cart.hpp include/mlpack/methods/reinforcement_learning/environment/env_type.hpp +include/mlpack/methods/reinforcement_learning/environment/environment.hpp +include/mlpack/methods/reinforcement_learning/environment/ftn.hpp +include/mlpack/methods/reinforcement_learning/environment/ftn_param.hpp include/mlpack/methods/reinforcement_learning/environment/mountain_car.hpp include/mlpack/methods/reinforcement_learning/environment/pendulum.hpp include/mlpack/methods/reinforcement_learning/environment/reward_clipping.hpp include/mlpack/methods/reinforcement_learning/policy/aggregated_policy.hpp include/mlpack/methods/reinforcement_learning/policy/greedy_policy.hpp +include/mlpack/methods/reinforcement_learning/policy/policy.hpp include/mlpack/methods/reinforcement_learning/q_learning.hpp include/mlpack/methods/reinforcement_learning/q_learning_impl.hpp include/mlpack/methods/reinforcement_learning/q_networks/categorical_dqn.hpp include/mlpack/methods/reinforcement_learning/q_networks/dueling_dqn.hpp +include/mlpack/methods/reinforcement_learning/q_networks/q_networks.hpp include/mlpack/methods/reinforcement_learning/q_networks/simple_dqn.hpp +include/mlpack/methods/reinforcement_learning/reinforcement_learning.hpp include/mlpack/methods/reinforcement_learning/replay/prioritized_replay.hpp include/mlpack/methods/reinforcement_learning/replay/random_replay.hpp +include/mlpack/methods/reinforcement_learning/replay/replay.hpp include/mlpack/methods/reinforcement_learning/replay/sumtree.hpp include/mlpack/methods/reinforcement_learning/sac.hpp include/mlpack/methods/reinforcement_learning/sac_impl.hpp include/mlpack/methods/reinforcement_learning/training_config.hpp include/mlpack/methods/reinforcement_learning/worker/n_step_q_learning_worker.hpp include/mlpack/methods/reinforcement_learning/worker/one_step_q_learning_worker.hpp include/mlpack/methods/reinforcement_learning/worker/one_step_sarsa_worker.hpp +include/mlpack/methods/reinforcement_learning/worker/worker.hpp +include/mlpack/methods/softmax_regression.hpp include/mlpack/methods/softmax_regression/softmax_regression.hpp include/mlpack/methods/softmax_regression/softmax_regression_function.hpp +include/mlpack/methods/softmax_regression/softmax_regression_function_impl.hpp include/mlpack/methods/softmax_regression/softmax_regression_impl.hpp +include/mlpack/methods/softmax_regression/softmax_regression_main.cpp +include/mlpack/methods/sparse_autoencoder.hpp include/mlpack/methods/sparse_autoencoder/maximal_inputs.hpp +include/mlpack/methods/sparse_autoencoder/maximal_inputs_impl.hpp include/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp +include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function_impl.hpp include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp +include/mlpack/methods/sparse_coding.hpp include/mlpack/methods/sparse_coding/data_dependent_random_initializer.hpp include/mlpack/methods/sparse_coding/nothing_initializer.hpp include/mlpack/methods/sparse_coding/random_initializer.hpp include/mlpack/methods/sparse_coding/sparse_coding.hpp include/mlpack/methods/sparse_coding/sparse_coding_impl.hpp +include/mlpack/methods/sparse_coding/sparse_coding_main.cpp +include/mlpack/methods/svdplusplus.hpp include/mlpack/methods/svdplusplus/svdplusplus.hpp include/mlpack/methods/svdplusplus/svdplusplus_function.hpp include/mlpack/methods/svdplusplus/svdplusplus_function_impl.hpp include/mlpack/methods/svdplusplus/svdplusplus_impl.hpp -include/mlpack/mlpack_export.hpp +include/mlpack/methods/xgboost/loss_functions/sse_loss.hpp +include/mlpack/namespace_compat.hpp include/mlpack/prereqs.hpp -include/mlpack/tests/ann_test_tools.hpp -include/mlpack/tests/catch.hpp -include/mlpack/tests/custom_layer.hpp -include/mlpack/tests/main_tests/hmm_test_utils.hpp -include/mlpack/tests/main_tests/range_search_utils.hpp -include/mlpack/tests/main_tests/test_helper.hpp -include/mlpack/tests/mock_categorical_data.hpp -include/mlpack/tests/serialization.hpp -include/mlpack/tests/serialization_catch.hpp -include/mlpack/tests/test_catch_tools.hpp -include/mlpack/tests/test_function_tools.hpp -include/mlpack/tests/test_tools.hpp -lib/cmake/mlpack/mlpack-config-version.cmake -lib/cmake/mlpack/mlpack-config.cmake -lib/cmake/mlpack/mlpack-targets-%%CMAKE_BUILD_TYPE%%.cmake -lib/cmake/mlpack/mlpack-targets.cmake -lib/libmlpack.so -lib/libmlpack.so.3 -lib/libmlpack.so.3.4 libdata/pkgconfig/mlpack.pc