From: Stuart Henderson Subject: Re: 回复: shall we create new port lang/cython3 ? To: Daniel Dickman , "ports@openbsd.org" Date: Wed, 10 Jul 2024 15:27:52 +0100 On 2024/07/05 21:03, Marc Espie wrote: > mlpack is something of a bitch. Some of the tests don't pass all the time > because there are some "random algorithms" in there. Finally got newer mlpack to build with tests enabled, it required updating ensmallen too. I've just started a 'make test' run but considering how long it took to build in the first place I'm not holding my breath for it to finish - will follow-up when that's done. Index: math/mlpack/Makefile =================================================================== RCS file: /cvs/ports/math/mlpack/Makefile,v diff -u -p -r1.31 Makefile --- math/mlpack/Makefile 8 Jul 2024 14:00:08 -0000 1.31 +++ math/mlpack/Makefile 10 Jul 2024 14:25:48 -0000 @@ -5,7 +5,7 @@ BROKEN-sparc64 = Exhausts virtual memory COMMENT-main = C++ machine learning library COMMENT-python = python bindings to C++ machine learning library -V = 3.4.2 +V = 4.4.0 # STB stuff # XXX remember to bump REV if they change @@ -13,8 +13,6 @@ V = 3.4.2 V1 = 2.22 V2 = 1.13 -REVISION-python = 4 - DISTNAME = mlpack-$V SHARED_LIBS += mlpack 2.0 # 3.0 @@ -44,7 +42,6 @@ FULLPKGNAME-main = mlpack-$V FULLPKGPATH-main = ${PKGPATH},-main FULLPKGNAME-python = ${MODPY_PY_PREFIX}mlpack-$V FULLPKGPATH-python = ${PKGPATH},-python${FLAVOR_EXT:S/-/,/g} -REVISION-main = 1 WANTLIB += ${COMPILER_LIBCXX} m @@ -54,7 +51,7 @@ WANTLIB-main = ${WANTLIB} armadillo \ COMPILER = base-clang ports-gcc -WANTLIB-python = ${WANTLIB} ${MODPY_WANTLIB} boost_serialization mlpack \ +WANTLIB-python = ${WANTLIB} ${MODPY_WANTLIB} boost_serialization \ armadillo boost_serialization-mt MODULES = devel/cmake \ @@ -67,6 +64,7 @@ MODPY_RUNDEP = No BUILD_DEPENDS += textproc/txt2man \ lang/cython${MODPY_FLAVOR} \ + devel/cereal \ math/ensmallen \ devel/py-setuptools${MODPY_FLAVOR} \ math/py-pandas${MODPY_FLAVOR} \ @@ -92,7 +90,8 @@ CONFIGURE_ARGS += -DCMAKE_DISABLE_FIND_ -DCMAKE_DISABLE_FIND_PACKAGE_Doxygen=TRUE \ -DDOWNLOAD_ENSMALLEN=OFF \ -DBUILD_PYTHON_BINDINGS=ON \ - -DCMAKE_INSTALL_MANDIR=${PREFIX}/man/man1 + -DCMAKE_INSTALL_MANDIR=${PREFIX}/man/man1 \ + -DBUILD_TESTS=ON # XXX note that some of the tests WILL fail. You've got to love probabilistic # software... @@ -101,7 +100,7 @@ TEST_ENV = CTEST_OUTPUT_ON_FAILURE=1 TEST_DEPENDS = devel/py-more-itertools${MODPY_FLAVOR} SITEDIR = lib/python${MODPY_VERSION}/site-packages -EGGDIR = ${SITEDIR}/mlpack-$V-py${MODPY_VERSION}.egg-info +EGGDIR = ${SITEDIR}/mlpack-$V.dist-info SUBST_VARS += EGGDIR SITEDIR Index: math/mlpack/distinfo =================================================================== RCS file: /cvs/ports/math/mlpack/distinfo,v diff -u -p -r1.5 distinfo --- math/mlpack/distinfo 11 Dec 2020 12:42:28 -0000 1.5 +++ math/mlpack/distinfo 10 Jul 2024 14:25:48 -0000 @@ -1,6 +1,6 @@ -SHA256 (mlpack-3.4.2.tar.gz) = nlxK9cJ2yGoNzFUyifb+exs0DWHB5ZhEtT2g3r7bsXE= +SHA256 (mlpack-4.4.0.tar.gz) = YcYEAm0FrybCRLDkcCRpi78VDfzJ13tkBXlB19ZNbPY= SHA256 (stb-1.13/stb_image_write.h) = Dos9gLxuuP22SrxNuf7GCLSJvHNBjq8UvtoQKgaZpMk= SHA256 (stb-2.22/stb_image.h) = DigjjYZVEAc7V0CujrqM2AMsxbJflOD3UF+sgDaGSQk= -SIZE (mlpack-3.4.2.tar.gz) = 5782921 +SIZE (mlpack-4.4.0.tar.gz) = 6290650 SIZE (stb-1.13/stb_image_write.h) = 66570 SIZE (stb-2.22/stb_image.h) = 263262 Index: math/mlpack/patches/patch-CMakeLists_txt =================================================================== RCS file: /cvs/ports/math/mlpack/patches/patch-CMakeLists_txt,v diff -u -p -r1.6 patch-CMakeLists_txt --- math/mlpack/patches/patch-CMakeLists_txt 11 Mar 2022 19:36:20 -0000 1.6 +++ math/mlpack/patches/patch-CMakeLists_txt 10 Jul 2024 14:25:48 -0000 @@ -4,8 +4,8 @@ Index: CMakeLists.txt --- CMakeLists.txt.orig +++ CMakeLists.txt -@@ -254,8 +254,8 @@ else() - add_definitions(-DARMA_NO_DEBUG) +@@ -249,8 +249,8 @@ if (DEBUG) + else() add_definitions(-DNDEBUG) if (NOT MSVC) - set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O3") Index: math/mlpack/patches/patch-src_mlpack_bindings_python_copy_artifacts_py =================================================================== RCS file: math/mlpack/patches/patch-src_mlpack_bindings_python_copy_artifacts_py diff -N math/mlpack/patches/patch-src_mlpack_bindings_python_copy_artifacts_py --- math/mlpack/patches/patch-src_mlpack_bindings_python_copy_artifacts_py 17 Aug 2022 09:33:18 -0000 1.1 +++ /dev/null 1 Jan 1970 00:00:00 -0000 @@ -1,29 +0,0 @@ -update to https://github.com/mlpack/mlpack/commit/54e2914430ed4862ecdbde557790e828d9e6a7af -fix with newer setuptools - -Index: src/mlpack/bindings/python/copy_artifacts.py ---- src/mlpack/bindings/python/copy_artifacts.py.orig -+++ src/mlpack/bindings/python/copy_artifacts.py -@@ -6,18 +6,14 @@ - # terms of the 3-clause BSD license. You should have received a copy of the - # 3-clause BSD license along with mlpack. If not, see - # http://www.opensource.org/licenses/BSD-3-Clause for more information. --import sys - import sysconfig - import shutil - import os -+import glob - --directory = 'build/lib.' + \ -- sysconfig.get_platform() + \ -- '-' + \ -- str(sys.version_info[0]) + \ -- '.' + \ -- str(sys.version_info[1]) + \ -- '/mlpack/' -+# Match any lib.$platform*/mlpack/ directory. -+directory = glob.glob('build/lib.' + sysconfig.get_platform() + '*/mlpack/')[0] -+directory = directory.replace('\\', '/') - - # Now copy all the files from the directory to the desired location. - for f in os.listdir(directory): Index: math/mlpack/pkg/PLIST-main =================================================================== RCS file: /cvs/ports/math/mlpack/pkg/PLIST-main,v diff -u -p -r1.7 PLIST-main --- math/mlpack/pkg/PLIST-main 11 Mar 2022 19:36:20 -0000 1.7 +++ math/mlpack/pkg/PLIST-main 10 Jul 2024 14:25:48 -0000 @@ -3,7 +3,6 @@ @bin bin/mlpack_bayesian_linear_regression @bin bin/mlpack_cf @bin bin/mlpack_dbscan -@bin bin/mlpack_decision_stump @bin bin/mlpack_decision_tree @bin bin/mlpack_det @bin bin/mlpack_emst @@ -48,108 +47,27 @@ @bin bin/mlpack_softmax_regression @bin bin/mlpack_sparse_coding include/mlpack/ -include/mlpack/bindings/ -include/mlpack/bindings/cli/ -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/ -include/mlpack/bindings/cli/third_party/CLI/ -include/mlpack/bindings/cli/third_party/CLI/CLI11.hpp -include/mlpack/bindings/markdown/ -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_printable_type.hpp -include/mlpack/bindings/python/get_printable_type_impl.hpp -include/mlpack/bindings/python/mlpack/io_util.hpp -include/mlpack/bindings/python/print_type_doc.hpp -include/mlpack/bindings/python/print_type_doc_impl.hpp -include/mlpack/bindings/tests/ -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/ -include/mlpack/bindings/util/camel_case.hpp -include/mlpack/bindings/util/strip_type.hpp +include/mlpack.hpp +include/mlpack/base.hpp +include/mlpack/config.hpp include/mlpack/core/ include/mlpack/core.hpp include/mlpack/core/arma_extend/ -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/ -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/ -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/ +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/template_class_version.hpp +include/mlpack/core/cereal/unordered_map.hpp include/mlpack/core/cv/ +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 @@ -162,6 +80,7 @@ include/mlpack/core/cv/metrics/average_s 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 @@ -170,17 +89,22 @@ include/mlpack/core/cv/metrics/r2_score. 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/ 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 @@ -188,6 +112,7 @@ include/mlpack/core/data/image_info.hpp include/mlpack/core/data/image_info_impl.hpp include/mlpack/core/data/imputation_methods/ 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 @@ -196,30 +121,37 @@ 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/ 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/ 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 @@ -227,17 +159,28 @@ include/mlpack/core/data/string_encoding 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/ 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/ 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/ include/mlpack/core/hpt/cv_function.hpp include/mlpack/core/hpt/cv_function_impl.hpp @@ -247,14 +190,15 @@ include/mlpack/core/hpt/hpt.hpp include/mlpack/core/hpt/hpt_impl.hpp include/mlpack/core/kernels/ 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/cosine_similarity.hpp +include/mlpack/core/kernels/cosine_similarity_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 @@ -265,21 +209,25 @@ include/mlpack/core/kernels/triangular_k include/mlpack/core/math/ 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/lin_alg.hpp -include/mlpack/core/math/lin_alg_impl.hpp +include/mlpack/core/math/columns_to_blocks_impl.hpp +include/mlpack/core/math/digamma.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/rand_vector.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/math/unwrap_alias.hpp include/mlpack/core/metrics/ include/mlpack/core/metrics/bleu.hpp include/mlpack/core/metrics/bleu_impl.hpp @@ -291,8 +239,9 @@ 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/tree/ include/mlpack/core/tree/address.hpp include/mlpack/core/tree/ballbound.hpp @@ -323,10 +272,12 @@ include/mlpack/core/tree/binary_space_tr 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/ 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/ include/mlpack/core/tree/cover_tree.hpp include/mlpack/core/tree/cover_tree/cover_tree.hpp @@ -422,44 +373,65 @@ include/mlpack/core/tree/spill_tree/trai 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/ -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/conv_to.hpp include/mlpack/core/util/deprecated.hpp +include/mlpack/core/util/ens_traits.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/using.hpp include/mlpack/core/util/version.hpp +include/mlpack/core/util/version_impl.hpp include/mlpack/methods/ +include/mlpack/methods/CMakeLists.txt include/mlpack/methods/adaboost/ +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/ +include/mlpack/methods/amf.hpp include/mlpack/methods/amf/amf.hpp include/mlpack/methods/amf/amf_impl.hpp include/mlpack/methods/amf/init_rules/ 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/no_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/ @@ -468,6 +440,7 @@ include/mlpack/methods/amf/termination_p 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/ include/mlpack/methods/amf/update_rules/nmf_als.hpp @@ -476,13 +449,19 @@ include/mlpack/methods/amf/update_rules/ 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/ +include/mlpack/methods/ann.hpp include/mlpack/methods/ann/activation_functions/ +include/mlpack/methods/ann/activation_functions/activation_functions.hpp +include/mlpack/methods/ann/activation_functions/bipolar_sigmoid_function.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/hyper_sinh_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 @@ -492,12 +471,16 @@ include/mlpack/methods/ann/activation_fu 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/ +include/mlpack/methods/ann/augmented/augmented.hpp include/mlpack/methods/ann/augmented/tasks/ include/mlpack/methods/ann/augmented/tasks/add.hpp include/mlpack/methods/ann/augmented/tasks/add_impl.hpp @@ -507,34 +490,28 @@ include/mlpack/methods/ann/augmented/tas 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/ 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/ 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/ -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/ -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/ 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 @@ -554,25 +531,17 @@ include/mlpack/methods/ann/layer/add_mer 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 @@ -581,26 +550,19 @@ include/mlpack/methods/ann/layer/dropout 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/ftswish.hpp +include/mlpack/methods/ann/layer/ftswish_impl.hpp +include/mlpack/methods/ann/layer/grouped_convolution.hpp +include/mlpack/methods/ann/layer/grouped_convolution_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/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 @@ -612,67 +574,113 @@ include/mlpack/methods/ann/layer/linear_ 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/multi_layer.hpp +include/mlpack/methods/ann/layer/multi_layer_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/noisylinear.hpp include/mlpack/methods/ann/layer/noisylinear_impl.hpp +include/mlpack/methods/ann/layer/not_adapted/ +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/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/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/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/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/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/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/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/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/relu6.hpp +include/mlpack/methods/ann/layer/relu6_impl.hpp +include/mlpack/methods/ann/layer/repeat.hpp +include/mlpack/methods/ann/layer/repeat_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/ +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 @@ -681,6 +689,8 @@ include/mlpack/methods/ann/loss_function 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 @@ -689,6 +699,7 @@ include/mlpack/methods/ann/loss_function 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 @@ -699,6 +710,8 @@ include/mlpack/methods/ann/loss_function 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 @@ -709,11 +722,27 @@ include/mlpack/methods/ann/loss_function 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/ -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/not_adapted/ +include/mlpack/methods/ann/not_adapted/brnn.hpp +include/mlpack/methods/ann/not_adapted/brnn_impl.hpp +include/mlpack/methods/ann/not_adapted/gan/ +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/ +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/ +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/ include/mlpack/methods/ann/regularizer/lregularizer.hpp include/mlpack/methods/ann/regularizer/lregularizer_impl.hpp @@ -723,87 +752,44 @@ include/mlpack/methods/ann/regularizer/o 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/ -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/ +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/ +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/ +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/ +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/ +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/ 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/block_krylov_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/quic_svd_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 @@ -811,30 +797,33 @@ include/mlpack/methods/cf/decomposition_ include/mlpack/methods/cf/decomposition_policies/svdplusplus_method.hpp include/mlpack/methods/cf/interpolation_policies/ 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/ 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/ 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/ +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/ -include/mlpack/methods/decision_stump/decision_stump.hpp -include/mlpack/methods/decision_stump/decision_stump_impl.hpp include/mlpack/methods/decision_tree/ +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 @@ -842,32 +831,49 @@ include/mlpack/methods/decision_tree/bes 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/ +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/ +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/ +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/ +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 @@ -875,18 +881,25 @@ include/mlpack/methods/gmm/eigenvalue_ra 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/ +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/ +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 @@ -898,25 +911,33 @@ include/mlpack/methods/hoeffding_trees/h 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/ +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/ +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/ include/mlpack/methods/kernel_pca/kernel_rules/naive_method.hpp include/mlpack/methods/kernel_pca/kernel_rules/nystroem_method.hpp include/mlpack/methods/kmeans/ +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 @@ -930,6 +951,8 @@ include/mlpack/methods/kmeans/hamerly_km 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 @@ -944,49 +967,78 @@ include/mlpack/methods/kmeans/refined_st include/mlpack/methods/kmeans/refined_start_impl.hpp include/mlpack/methods/kmeans/sample_initialization.hpp include/mlpack/methods/lars/ +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/ +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/ +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/ +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/ +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/ +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/ +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/ +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/ +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/ -include/mlpack/methods/mvu/mvu.hpp +include/mlpack/methods/mean_shift/mean_shift_main.cpp include/mlpack/methods/naive_bayes/ +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/ +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/ +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 @@ -1001,50 +1053,85 @@ include/mlpack/methods/neighbor_search/s 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/ +include/mlpack/methods/nmf.hpp +include/mlpack/methods/nmf/nmf.hpp +include/mlpack/methods/nmf/nmf_main.cpp include/mlpack/methods/nystroem_method/ +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/ +include/mlpack/methods/pca.hpp include/mlpack/methods/pca/decomposition_policies/ +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/ +include/mlpack/methods/perceptron.hpp include/mlpack/methods/perceptron/initialization_methods/ +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/ +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/ +include/mlpack/methods/preprocess.hpp +include/mlpack/methods/preprocess/image_converter_main.cpp +include/mlpack/methods/preprocess/preprocess.hpp +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/ +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/ +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/ +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/ +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/ +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/ +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 @@ -1054,94 +1141,106 @@ include/mlpack/methods/rann/ra_search_ru 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/ +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/ +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/ddpg.hpp +include/mlpack/methods/reinforcement_learning/ddpg_impl.hpp include/mlpack/methods/reinforcement_learning/environment/ 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/cont_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/noise/ +include/mlpack/methods/reinforcement_learning/noise/gaussian.hpp +include/mlpack/methods/reinforcement_learning/noise/noise.hpp +include/mlpack/methods/reinforcement_learning/noise/ornstein_uhlenbeck.hpp include/mlpack/methods/reinforcement_learning/policy/ 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/ 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/ 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/td3.hpp +include/mlpack/methods/reinforcement_learning/td3_impl.hpp include/mlpack/methods/reinforcement_learning/training_config.hpp include/mlpack/methods/reinforcement_learning/worker/ 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/ +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/ +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/ +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/ +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/ +include/mlpack/methods/xgboost/loss_functions/ +include/mlpack/methods/xgboost/loss_functions/sse_loss.hpp +include/mlpack/namespace_compat.hpp include/mlpack/prereqs.hpp -include/mlpack/tests/ -include/mlpack/tests/ann_test_tools.hpp -include/mlpack/tests/catch.hpp -include/mlpack/tests/custom_layer.hpp -include/mlpack/tests/main_tests/ -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/ -lib/cmake/mlpack/ -lib/cmake/mlpack/mlpack-config-version.cmake -lib/cmake/mlpack/mlpack-config.cmake -lib/cmake/mlpack/mlpack-targets${MODCMAKE_BUILD_SUFFIX} -lib/cmake/mlpack/mlpack-targets.cmake -@lib lib/libmlpack.so.${LIBmlpack_VERSION} lib/pkgconfig/mlpack.pc +lib/python${MODPY_VERSION}/ +${SITEDIR}/ @man man/man1/mlpack_adaboost.1 @man man/man1/mlpack_approx_kfn.1 @man man/man1/mlpack_bayesian_linear_regression.1 @man man/man1/mlpack_cf.1 @man man/man1/mlpack_dbscan.1 -@man man/man1/mlpack_decision_stump.1 @man man/man1/mlpack_decision_tree.1 @man man/man1/mlpack_det.1 @man man/man1/mlpack_emst.1 Index: math/mlpack/pkg/PLIST-python =================================================================== RCS file: /cvs/ports/math/mlpack/pkg/PLIST-python,v diff -u -p -r1.9 PLIST-python --- math/mlpack/pkg/PLIST-python 11 Mar 2022 19:36:20 -0000 1.9 +++ math/mlpack/pkg/PLIST-python 10 Jul 2024 14:25:48 -0000 @@ -2,47 +2,31 @@ @conflict py-mlpack-* @pkgpath math/mlpack,-python${FLAVOR_EXT} @pkgpath math/mlpack, -include/mlpack/bindings/python/ -include/mlpack/bindings/python/get_arma_type.hpp -include/mlpack/bindings/python/get_cython_type.hpp -include/mlpack/bindings/python/get_numpy_type.hpp -include/mlpack/bindings/python/get_numpy_type_char.hpp -include/mlpack/bindings/python/get_param.hpp -include/mlpack/bindings/python/get_printable_param.hpp -include/mlpack/bindings/python/import_decl.hpp -include/mlpack/bindings/python/mlpack/ -include/mlpack/bindings/python/mlpack/arma_util.hpp -include/mlpack/bindings/python/mlpack/serialization.hpp -include/mlpack/bindings/python/print_class_defn.hpp -include/mlpack/bindings/python/print_defn.hpp -include/mlpack/bindings/python/print_doc.hpp -include/mlpack/bindings/python/print_doc_functions.hpp -include/mlpack/bindings/python/print_doc_functions_impl.hpp -include/mlpack/bindings/python/print_input_processing.hpp -include/mlpack/bindings/python/print_output_processing.hpp -include/mlpack/bindings/python/print_pyx.hpp -include/mlpack/bindings/python/py_option.hpp -include/mlpack/bindings/python/strip_type.hpp -${SITEDIR}/ ${SITEDIR}/mlpack/ ${EGGDIR}/ -${EGGDIR}/PKG-INFO -${EGGDIR}/SOURCES.txt -${EGGDIR}/dependency_links.txt -${EGGDIR}/not-zip-safe -${EGGDIR}/requires.txt +${EGGDIR}/INSTALLER +${EGGDIR}/METADATA +${EGGDIR}/RECORD +${EGGDIR}/REQUESTED +${EGGDIR}/WHEEL +${EGGDIR}/direct_url.json ${EGGDIR}/top_level.txt ${SITEDIR}/mlpack/__init__.py ${MODPY_COMMENT}${SITEDIR}/mlpack/${MODPY_PYCACHE}/ ${SITEDIR}/mlpack/${MODPY_PYCACHE}__init__.${MODPY_PYC_MAGIC_TAG}pyc +${SITEDIR}/mlpack/${MODPY_PYCACHE}adaboost.${MODPY_PYC_MAGIC_TAG}pyc +${SITEDIR}/mlpack/${MODPY_PYCACHE}linear_regression.${MODPY_PYC_MAGIC_TAG}pyc ${SITEDIR}/mlpack/${MODPY_PYCACHE}matrix_utils.${MODPY_PYC_MAGIC_TAG}pyc -@so ${SITEDIR}/mlpack/adaboost.${MODPY_PYC_MAGIC_TAG}so +${SITEDIR}/mlpack/${MODPY_PYCACHE}preprocess_json_params.${MODPY_PYC_MAGIC_TAG}pyc +${SITEDIR}/mlpack/adaboost.py +@so ${SITEDIR}/mlpack/adaboost_classify.${MODPY_PYC_MAGIC_TAG}so +@so ${SITEDIR}/mlpack/adaboost_probabilities.${MODPY_PYC_MAGIC_TAG}so +@so ${SITEDIR}/mlpack/adaboost_train.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/approx_kfn.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/arma_numpy.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/bayesian_linear_regression.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/cf.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/dbscan.${MODPY_PYC_MAGIC_TAG}so -@so ${SITEDIR}/mlpack/decision_stump.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/decision_tree.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/det.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/emst.${MODPY_PYC_MAGIC_TAG}so @@ -56,6 +40,1195 @@ ${SITEDIR}/mlpack/${MODPY_PYCACHE}matrix @so ${SITEDIR}/mlpack/hmm_viterbi.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/hoeffding_tree.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/image_converter.${MODPY_PYC_MAGIC_TAG}so +${SITEDIR}/mlpack/include/ +${SITEDIR}/mlpack/include/mlpack/ +${SITEDIR}/mlpack/include/mlpack.hpp +${SITEDIR}/mlpack/include/mlpack/CMakeLists.txt +${SITEDIR}/mlpack/include/mlpack/base.hpp +${SITEDIR}/mlpack/include/mlpack/config.hpp +${SITEDIR}/mlpack/include/mlpack/core/ +${SITEDIR}/mlpack/include/mlpack/core.hpp +${SITEDIR}/mlpack/include/mlpack/core/arma_extend/ +${SITEDIR}/mlpack/include/mlpack/core/arma_extend/Mat_extra_bones.hpp +${SITEDIR}/mlpack/include/mlpack/core/arma_extend/SpMat_extra_bones.hpp +${SITEDIR}/mlpack/include/mlpack/core/arma_extend/arma_extend.hpp +${SITEDIR}/mlpack/include/mlpack/core/arma_extend/serialize_armadillo.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/ +${SITEDIR}/mlpack/include/mlpack/core/cereal/array_wrapper.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/is_loading.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/is_saving.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/pair_associative_container.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/pointer_vector_wrapper.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/pointer_wrapper.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/template_class_version.hpp +${SITEDIR}/mlpack/include/mlpack/core/cereal/unordered_map.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/ +${SITEDIR}/mlpack/include/mlpack/core/cv/cv.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/cv_base.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/cv_base_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/k_fold_cv.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/k_fold_cv_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/meta_info_extractor.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/ +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/accuracy.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/accuracy_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/average_strategy.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/f1.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/f1_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/facilities.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/metrics.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/mse.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/mse_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/precision.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/precision_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/r2_score.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/r2_score_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/recall.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/recall_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/roc_auc_score.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/roc_auc_score_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/silhouette_score.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/metrics/silhouette_score_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/simple_cv.hpp +${SITEDIR}/mlpack/include/mlpack/core/cv/simple_cv_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/ +${SITEDIR}/mlpack/include/mlpack/core/data/binarize.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/check_categorical_param.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/confusion_matrix.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/confusion_matrix_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/data.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/dataset_mapper.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/dataset_mapper_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/detect_file_type.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/detect_file_type_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/extension.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/format.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/has_serialize.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/image_info.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/image_info_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/imputation_methods/ +${SITEDIR}/mlpack/include/mlpack/core/data/imputation_methods/custom_imputation.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/imputation_methods/imputation_methods.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/imputation_methods/listwise_deletion.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/imputation_methods/mean_imputation.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/imputation_methods/median_imputation.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/imputer.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/is_naninf.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_arff.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_arff_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_categorical_csv.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_csv.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_image.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_image_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_model_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_numeric_csv.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/load_vec_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/map_policies/ +${SITEDIR}/mlpack/include/mlpack/core/data/map_policies/datatype.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/map_policies/increment_policy.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/map_policies/map_policies.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/map_policies/missing_policy.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/normalize_labels.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/normalize_labels_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/one_hot_encoding.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/one_hot_encoding_impl.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/save.hpp +${SITEDIR}/mlpack/include/mlpack/core/data/save_image.hpp 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+${SITEDIR}/mlpack/include/mlpack/methods/softmax_regression.hpp +${SITEDIR}/mlpack/include/mlpack/methods/softmax_regression/softmax_regression.hpp +${SITEDIR}/mlpack/include/mlpack/methods/softmax_regression/softmax_regression_function.hpp +${SITEDIR}/mlpack/include/mlpack/methods/softmax_regression/softmax_regression_function_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/softmax_regression/softmax_regression_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/softmax_regression/softmax_regression_main.cpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder/ +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder/maximal_inputs.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder/maximal_inputs_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding/ +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding/data_dependent_random_initializer.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding/nothing_initializer.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding/random_initializer.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding/sparse_coding.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding/sparse_coding_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/sparse_coding/sparse_coding_main.cpp +${SITEDIR}/mlpack/include/mlpack/methods/svdplusplus/ +${SITEDIR}/mlpack/include/mlpack/methods/svdplusplus.hpp +${SITEDIR}/mlpack/include/mlpack/methods/svdplusplus/svdplusplus.hpp +${SITEDIR}/mlpack/include/mlpack/methods/svdplusplus/svdplusplus_function.hpp +${SITEDIR}/mlpack/include/mlpack/methods/svdplusplus/svdplusplus_function_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/svdplusplus/svdplusplus_impl.hpp +${SITEDIR}/mlpack/include/mlpack/methods/xgboost/ +${SITEDIR}/mlpack/include/mlpack/methods/xgboost/loss_functions/ +${SITEDIR}/mlpack/include/mlpack/methods/xgboost/loss_functions/sse_loss.hpp +${SITEDIR}/mlpack/include/mlpack/namespace_compat.hpp +${SITEDIR}/mlpack/include/mlpack/prereqs.hpp @so ${SITEDIR}/mlpack/kde.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/kernel_pca.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/kfn.${MODPY_PYC_MAGIC_TAG}so @@ -63,7 +1236,9 @@ ${SITEDIR}/mlpack/${MODPY_PYCACHE}matrix @so ${SITEDIR}/mlpack/knn.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/krann.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/lars.${MODPY_PYC_MAGIC_TAG}so -@so ${SITEDIR}/mlpack/linear_regression.${MODPY_PYC_MAGIC_TAG}so +${SITEDIR}/mlpack/linear_regression.py +@so ${SITEDIR}/mlpack/linear_regression_predict.${MODPY_PYC_MAGIC_TAG}so +@so ${SITEDIR}/mlpack/linear_regression_train.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/linear_svm.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/lmnn.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/local_coordinate_coding.${MODPY_PYC_MAGIC_TAG}so @@ -78,11 +1253,15 @@ ${SITEDIR}/mlpack/matrix_utils.py @so ${SITEDIR}/mlpack/perceptron.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/preprocess_binarize.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/preprocess_describe.${MODPY_PYC_MAGIC_TAG}so +${SITEDIR}/mlpack/preprocess_json_params.py @so ${SITEDIR}/mlpack/preprocess_one_hot_encoding.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/preprocess_scale.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/preprocess_split.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/radical.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/random_forest.${MODPY_PYC_MAGIC_TAG}so +${SITEDIR}/mlpack/share/ +${SITEDIR}/mlpack/share/pkgconfig/ +${SITEDIR}/mlpack/share/pkgconfig/mlpack.pc @so ${SITEDIR}/mlpack/softmax_regression.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/sparse_coding.${MODPY_PYC_MAGIC_TAG}so @so ${SITEDIR}/mlpack/test_python_binding.${MODPY_PYC_MAGIC_TAG}so Index: math/ensmallen/Makefile =================================================================== RCS file: /cvs/ports/math/ensmallen/Makefile,v diff -u -p -r1.4 Makefile --- math/ensmallen/Makefile 27 Sep 2023 09:27:53 -0000 1.4 +++ math/ensmallen/Makefile 10 Jul 2024 14:25:48 -0000 @@ -1,5 +1,5 @@ COMMENT = C++ template library for function minimization -DISTNAME = ensmallen-2.10.3 +DISTNAME = ensmallen-2.21.1 CATEGORIES = math HOMEPAGE = http://www.ensmallen.org/ MAINTAINER = Marc Espie Index: math/ensmallen/distinfo =================================================================== RCS file: /cvs/ports/math/ensmallen/distinfo,v diff -u -p -r1.2 distinfo --- math/ensmallen/distinfo 28 Oct 2019 15:13:35 -0000 1.2 +++ math/ensmallen/distinfo 10 Jul 2024 14:25:48 -0000 @@ -1,2 +1,2 @@ -SHA256 (ensmallen-2.10.3.tar.gz) = K+TaQlZyNRDGJMVdEbnypYKrQF5Jdr4/vh7qEUuvECY= -SIZE (ensmallen-2.10.3.tar.gz) = 1237170 +SHA256 (ensmallen-2.21.1.tar.gz) = gg7uTYqjJmL/an2IOhvK9Om/nKCjFx2UxTmP50UAh1A= +SIZE (ensmallen-2.21.1.tar.gz) = 1336254 Index: math/ensmallen/pkg/PLIST =================================================================== RCS file: /cvs/ports/math/ensmallen/pkg/PLIST,v diff -u -p -r1.3 PLIST --- math/ensmallen/pkg/PLIST 11 Mar 2022 19:36:14 -0000 1.3 +++ math/ensmallen/pkg/PLIST 10 Jul 2024 14:25:48 -0000 @@ -1,5 +1,14 @@ include/ensmallen.hpp include/ensmallen_bits/ +include/ensmallen_bits/ada_belief/ +include/ensmallen_bits/ada_belief/ada_belief.hpp +include/ensmallen_bits/ada_belief/ada_belief_impl.hpp +include/ensmallen_bits/ada_belief/ada_belief_update.hpp +include/ensmallen_bits/ada_bound/ +include/ensmallen_bits/ada_bound/ada_bound.hpp +include/ensmallen_bits/ada_bound/ada_bound_impl.hpp +include/ensmallen_bits/ada_bound/ada_bound_update.hpp +include/ensmallen_bits/ada_bound/ams_bound_update.hpp include/ensmallen_bits/ada_delta/ include/ensmallen_bits/ada_delta/ada_delta.hpp include/ensmallen_bits/ada_delta/ada_delta_impl.hpp @@ -8,6 +17,10 @@ include/ensmallen_bits/ada_grad/ include/ensmallen_bits/ada_grad/ada_grad.hpp include/ensmallen_bits/ada_grad/ada_grad_impl.hpp include/ensmallen_bits/ada_grad/ada_grad_update.hpp +include/ensmallen_bits/ada_sqrt/ +include/ensmallen_bits/ada_sqrt/ada_sqrt.hpp +include/ensmallen_bits/ada_sqrt/ada_sqrt_impl.hpp +include/ensmallen_bits/ada_sqrt/ada_sqrt_update.hpp include/ensmallen_bits/adam/ include/ensmallen_bits/adam/adam.hpp include/ensmallen_bits/adam/adam_impl.hpp @@ -30,16 +43,33 @@ include/ensmallen_bits/bigbatch_sgd/bigb include/ensmallen_bits/callbacks/ include/ensmallen_bits/callbacks/callbacks.hpp include/ensmallen_bits/callbacks/early_stop_at_min_loss.hpp +include/ensmallen_bits/callbacks/grad_clip_by_norm.hpp +include/ensmallen_bits/callbacks/grad_clip_by_value.hpp include/ensmallen_bits/callbacks/print_loss.hpp include/ensmallen_bits/callbacks/progress_bar.hpp +include/ensmallen_bits/callbacks/query_front.hpp +include/ensmallen_bits/callbacks/report.hpp include/ensmallen_bits/callbacks/store_best_coordinates.hpp include/ensmallen_bits/callbacks/timer_stop.hpp include/ensmallen_bits/callbacks/traits.hpp +include/ensmallen_bits/cd/ +include/ensmallen_bits/cd/cd.hpp +include/ensmallen_bits/cd/cd_impl.hpp +include/ensmallen_bits/cd/descent_policies/ +include/ensmallen_bits/cd/descent_policies/cyclic_descent.hpp +include/ensmallen_bits/cd/descent_policies/greedy_descent.hpp +include/ensmallen_bits/cd/descent_policies/random_descent.hpp include/ensmallen_bits/cmaes/ +include/ensmallen_bits/cmaes/active_cmaes.hpp +include/ensmallen_bits/cmaes/active_cmaes_impl.hpp include/ensmallen_bits/cmaes/cmaes.hpp include/ensmallen_bits/cmaes/cmaes_impl.hpp include/ensmallen_bits/cmaes/full_selection.hpp +include/ensmallen_bits/cmaes/not_empty_transformation.hpp include/ensmallen_bits/cmaes/random_selection.hpp +include/ensmallen_bits/cmaes/transformation_policies/ +include/ensmallen_bits/cmaes/transformation_policies/boundary_box_constraint.hpp +include/ensmallen_bits/cmaes/transformation_policies/empty_transformation.hpp include/ensmallen_bits/cne/ include/ensmallen_bits/cne/cne.hpp include/ensmallen_bits/cne/cne_impl.hpp @@ -47,6 +77,12 @@ include/ensmallen_bits/config.hpp include/ensmallen_bits/de/ include/ensmallen_bits/de/de.hpp include/ensmallen_bits/de/de_impl.hpp +include/ensmallen_bits/demon_adam/ +include/ensmallen_bits/demon_adam/demon_adam.hpp +include/ensmallen_bits/demon_adam/demon_adam_update.hpp +include/ensmallen_bits/demon_sgd/ +include/ensmallen_bits/demon_sgd/demon_sgd.hpp +include/ensmallen_bits/demon_sgd/demon_sgd_update.hpp include/ensmallen_bits/ens_version.hpp include/ensmallen_bits/eve/ include/ensmallen_bits/eve/eve.hpp @@ -57,12 +93,12 @@ include/ensmallen_bits/ftml/ftml_impl.hp include/ensmallen_bits/ftml/ftml_update.hpp include/ensmallen_bits/function/ include/ensmallen_bits/function.hpp -include/ensmallen_bits/function/add_decomposable_evaluate.hpp -include/ensmallen_bits/function/add_decomposable_evaluate_with_gradient.hpp -include/ensmallen_bits/function/add_decomposable_gradient.hpp include/ensmallen_bits/function/add_evaluate.hpp include/ensmallen_bits/function/add_evaluate_with_gradient.hpp include/ensmallen_bits/function/add_gradient.hpp +include/ensmallen_bits/function/add_separable_evaluate.hpp +include/ensmallen_bits/function/add_separable_evaluate_with_gradient.hpp +include/ensmallen_bits/function/add_separable_gradient.hpp include/ensmallen_bits/function/arma_traits.hpp include/ensmallen_bits/function/sfinae_utility.hpp include/ensmallen_bits/function/static_checks.hpp @@ -100,6 +136,23 @@ include/ensmallen_bits/lbfgs/ include/ensmallen_bits/lbfgs/lbfgs.hpp include/ensmallen_bits/lbfgs/lbfgs_impl.hpp include/ensmallen_bits/log.hpp +include/ensmallen_bits/lookahead/ +include/ensmallen_bits/lookahead/lookahead.hpp +include/ensmallen_bits/lookahead/lookahead_impl.hpp +include/ensmallen_bits/moead/ +include/ensmallen_bits/moead/decomposition_policies/ +include/ensmallen_bits/moead/decomposition_policies/pbi_decomposition.hpp +include/ensmallen_bits/moead/decomposition_policies/tchebycheff_decomposition.hpp +include/ensmallen_bits/moead/decomposition_policies/weighted_decomposition.hpp +include/ensmallen_bits/moead/moead.hpp +include/ensmallen_bits/moead/moead_impl.hpp +include/ensmallen_bits/moead/weight_init_policies/ +include/ensmallen_bits/moead/weight_init_policies/bbs_init.hpp +include/ensmallen_bits/moead/weight_init_policies/dirichlet_init.hpp +include/ensmallen_bits/moead/weight_init_policies/uniform_init.hpp +include/ensmallen_bits/nsga2/ +include/ensmallen_bits/nsga2/nsga2.hpp +include/ensmallen_bits/nsga2/nsga2_impl.hpp include/ensmallen_bits/padam/ include/ensmallen_bits/padam/padam.hpp include/ensmallen_bits/padam/padam_update.hpp @@ -130,6 +183,7 @@ include/ensmallen_bits/problems/easom_fu include/ensmallen_bits/problems/easom_function_impl.hpp include/ensmallen_bits/problems/eggholder_function.hpp include/ensmallen_bits/problems/eggholder_function_impl.hpp +include/ensmallen_bits/problems/fonseca_fleming_function.hpp include/ensmallen_bits/problems/fw_test_function.hpp include/ensmallen_bits/problems/generalized_rosenbrock_function.hpp include/ensmallen_bits/problems/generalized_rosenbrock_function_impl.hpp @@ -156,6 +210,7 @@ include/ensmallen_bits/problems/rosenbro include/ensmallen_bits/problems/rosenbrock_function_impl.hpp include/ensmallen_bits/problems/rosenbrock_wood_function.hpp include/ensmallen_bits/problems/rosenbrock_wood_function_impl.hpp +include/ensmallen_bits/problems/schaffer_function_n1.hpp include/ensmallen_bits/problems/schaffer_function_n2.hpp include/ensmallen_bits/problems/schaffer_function_n2_impl.hpp include/ensmallen_bits/problems/schaffer_function_n4.hpp @@ -176,6 +231,12 @@ include/ensmallen_bits/problems/three_hu include/ensmallen_bits/problems/three_hump_camel_function_impl.hpp include/ensmallen_bits/problems/wood_function.hpp include/ensmallen_bits/problems/wood_function_impl.hpp +include/ensmallen_bits/problems/zdt/ +include/ensmallen_bits/problems/zdt/zdt1_function.hpp +include/ensmallen_bits/problems/zdt/zdt2_function.hpp +include/ensmallen_bits/problems/zdt/zdt3_function.hpp +include/ensmallen_bits/problems/zdt/zdt4_function.hpp +include/ensmallen_bits/problems/zdt/zdt6_function.hpp include/ensmallen_bits/pso/ include/ensmallen_bits/pso/init_policies/ include/ensmallen_bits/pso/init_policies/default_init.hpp @@ -199,13 +260,6 @@ include/ensmallen_bits/sarah/sarah.hpp include/ensmallen_bits/sarah/sarah_impl.hpp include/ensmallen_bits/sarah/sarah_plus_update.hpp include/ensmallen_bits/sarah/sarah_update.hpp -include/ensmallen_bits/scd/ -include/ensmallen_bits/scd/descent_policies/ -include/ensmallen_bits/scd/descent_policies/cyclic_descent.hpp -include/ensmallen_bits/scd/descent_policies/greedy_descent.hpp -include/ensmallen_bits/scd/descent_policies/random_descent.hpp -include/ensmallen_bits/scd/scd.hpp -include/ensmallen_bits/scd/scd_impl.hpp include/ensmallen_bits/sdp/ include/ensmallen_bits/sdp/lin_alg.hpp include/ensmallen_bits/sdp/lrsdp.hpp @@ -257,7 +311,18 @@ include/ensmallen_bits/swats/swats_updat include/ensmallen_bits/utility/ include/ensmallen_bits/utility/any.hpp include/ensmallen_bits/utility/arma_traits.hpp +include/ensmallen_bits/utility/indicators/ +include/ensmallen_bits/utility/indicators/epsilon.hpp +include/ensmallen_bits/utility/indicators/igd_plus.hpp include/ensmallen_bits/wn_grad/ include/ensmallen_bits/wn_grad/wn_grad.hpp include/ensmallen_bits/wn_grad/wn_grad_impl.hpp include/ensmallen_bits/wn_grad/wn_grad_update.hpp +include/ensmallen_bits/yogi/ +include/ensmallen_bits/yogi/yogi.hpp +include/ensmallen_bits/yogi/yogi_impl.hpp +include/ensmallen_bits/yogi/yogi_update.hpp +lib/cmake/ensmallen/ +lib/cmake/ensmallen/ensmallen-config-version.cmake +lib/cmake/ensmallen/ensmallen-config.cmake +lib/cmake/ensmallen/ensmallen-targets.cmake