[ol8_developer_EPEL] ensmallen-devel-2.17.0-1.el8.x86_64

ensmallen is a header-only C++ library for efficient mathematical optimization.
It provides a simple set of abstractions for writing an objective function to
optimize. It also provides a large set of standard and cutting-edge optimizers
that can be used for virtually any mathematical optimization task.  These
include full-batch gradient descent techniques, small-batch techniques,
gradient-free optimizers, and constrained optimization.

Filelist (Show Changelog) (Show related packages)

• /

  • usr

    • include

      • ensmallen.hpp

      • ensmallen_bits

        • ada_bound

          • ada_bound.hpp

          • ada_bound_impl.hpp

          • ada_bound_update.hpp

          • ams_bound_update.hpp

        • ada_delta

          • ada_delta.hpp

          • ada_delta_impl.hpp

          • ada_delta_update.hpp

        • ada_grad

          • ada_grad.hpp

          • ada_grad_impl.hpp

          • ada_grad_update.hpp

        • adam

          • adam.hpp

          • adam_impl.hpp

          • adam_update.hpp

          • adamax_update.hpp

          • amsgrad_update.hpp

          • nadam_update.hpp

          • nadamax_update.hpp

          • optimisticadam_update.hpp

        • aug_lagrangian

          • aug_lagrangian.hpp

          • aug_lagrangian_function.hpp

          • aug_lagrangian_function_impl.hpp

          • aug_lagrangian_impl.hpp

        • bigbatch_sgd

          • adaptive_stepsize.hpp

          • backtracking_line_search.hpp

          • bigbatch_sgd.hpp

          • bigbatch_sgd_impl.hpp

        • callbacks

          • callbacks.hpp

          • early_stop_at_min_loss.hpp

          • print_loss.hpp

          • progress_bar.hpp

          • query_front.hpp

          • report.hpp

          • store_best_coordinates.hpp

          • timer_stop.hpp

          • traits.hpp

        • cmaes

          • cmaes.hpp

          • cmaes_impl.hpp

          • full_selection.hpp

          • random_selection.hpp

        • cne

          • cne.hpp

          • cne_impl.hpp

        • config.hpp

        • de

          • de.hpp

          • de_impl.hpp

        • ens_version.hpp

        • eve

          • eve.hpp

          • eve_impl.hpp

        • ftml

          • ftml.hpp

          • ftml_impl.hpp

          • ftml_update.hpp

        • function

          • add_evaluate.hpp

          • add_evaluate_with_gradient.hpp

          • add_gradient.hpp

          • add_separable_evaluate.hpp

          • add_separable_evaluate_with_gradient.hpp

          • add_separable_gradient.hpp

          • arma_traits.hpp

          • sfinae_utility.hpp

          • static_checks.hpp

          • traits.hpp

        • function.hpp

        • fw

          • atoms.hpp

          • constr_lpball.hpp

          • constr_structure_group.hpp

          • frank_wolfe.hpp

          • frank_wolfe_impl.hpp

          • func_sq.hpp

          • line_search

            • line_search.hpp

            • line_search_impl.hpp

          • proximal

            • proximal.hpp

            • proximal_impl.hpp

          • update_classic.hpp

          • update_full_correction.hpp

          • update_linesearch.hpp

          • update_span.hpp

        • gradient_descent

          • gradient_descent.hpp

          • gradient_descent_impl.hpp

        • grid_search

          • grid_search.hpp

          • grid_search_impl.hpp

        • iqn

          • iqn.hpp

          • iqn_impl.hpp

        • katyusha

          • katyusha.hpp

          • katyusha_impl.hpp

        • lbfgs

          • lbfgs.hpp

          • lbfgs_impl.hpp

        • log.hpp

        • lookahead

          • lookahead.hpp

          • lookahead_impl.hpp

        • moead

          • decomposition_policies

            • pbi_decomposition.hpp

            • tchebycheff_decomposition.hpp

            • weighted_decomposition.hpp

          • moead.hpp

          • moead_impl.hpp

          • weight_init_policies

            • bbs_init.hpp

            • dirichlet_init.hpp

            • uniform_init.hpp

        • nsga2

          • nsga2.hpp

          • nsga2_impl.hpp

        • padam

          • padam.hpp

          • padam_update.hpp

        • parallel_sgd

          • decay_policies

            • constant_step.hpp

            • exponential_backoff.hpp

          • parallel_sgd.hpp

          • parallel_sgd_impl.hpp

        • problems

          • ackley_function.hpp

          • ackley_function_impl.hpp

          • aug_lagrangian_test_functions.hpp

          • aug_lagrangian_test_functions_impl.hpp

          • beale_function.hpp

          • beale_function_impl.hpp

          • booth_function.hpp

          • booth_function_impl.hpp

          • bukin_function.hpp

          • bukin_function_impl.hpp

          • colville_function.hpp

          • colville_function_impl.hpp

          • cross_in_tray_function.hpp

          • cross_in_tray_function_impl.hpp

          • drop_wave_function.hpp

          • drop_wave_function_impl.hpp

          • easom_function.hpp

          • easom_function_impl.hpp

          • eggholder_function.hpp

          • eggholder_function_impl.hpp

          • fonseca_fleming_function.hpp

          • fw_test_function.hpp

          • generalized_rosenbrock_function.hpp

          • generalized_rosenbrock_function_impl.hpp

          • goldstein_price_function.hpp

          • goldstein_price_function_impl.hpp

          • gradient_descent_test_function.hpp

          • gradient_descent_test_function_impl.hpp

          • himmelblau_function.hpp

          • himmelblau_function_impl.hpp

          • holder_table_function.hpp

          • holder_table_function_impl.hpp

          • levy_function_n13.hpp

          • levy_function_n13_impl.hpp

          • logistic_regression_function.hpp

          • logistic_regression_function_impl.hpp

          • matyas_function.hpp

          • matyas_function_impl.hpp

          • mc_cormick_function.hpp

          • mc_cormick_function_impl.hpp

          • problems.hpp

          • rastrigin_function.hpp

          • rastrigin_function_impl.hpp

          • rosenbrock_function.hpp

          • rosenbrock_function_impl.hpp

          • rosenbrock_wood_function.hpp

          • rosenbrock_wood_function_impl.hpp

          • schaffer_function_n1.hpp

          • schaffer_function_n2.hpp

          • schaffer_function_n2_impl.hpp

          • schaffer_function_n4.hpp

          • schaffer_function_n4_impl.hpp

          • schwefel_function.hpp

          • schwefel_function_impl.hpp

          • sgd_test_function.hpp

          • sgd_test_function_impl.hpp

          • softmax_regression_function.hpp

          • softmax_regression_function_impl.hpp

          • sparse_test_function.hpp

          • sparse_test_function_impl.hpp

          • sphere_function.hpp

          • sphere_function_impl.hpp

          • styblinski_tang_function.hpp

          • styblinski_tang_function_impl.hpp

          • three_hump_camel_function.hpp

          • three_hump_camel_function_impl.hpp

          • wood_function.hpp

          • wood_function_impl.hpp

          • zdt

            • zdt1_function.hpp

            • zdt2_function.hpp

            • zdt3_function.hpp

            • zdt4_function.hpp

            • zdt6_function.hpp

        • pso

          • init_policies

            • default_init.hpp

          • pso.hpp

          • pso_impl.hpp

          • update_policies

            • lbest_update.hpp

        • qhadam

          • qhadam.hpp

          • qhadam_impl.hpp

          • qhadam_update.hpp

        • rmsprop

          • rmsprop.hpp

          • rmsprop_update.hpp

        • sa

          • exponential_schedule.hpp

          • sa.hpp

          • sa_impl.hpp

        • sarah

          • sarah.hpp

          • sarah_impl.hpp

          • sarah_plus_update.hpp

          • sarah_update.hpp

        • scd

          • descent_policies

            • cyclic_descent.hpp

            • greedy_descent.hpp

            • random_descent.hpp

          • scd.hpp

          • scd_impl.hpp

        • sdp

          • lin_alg.hpp

          • lrsdp.hpp

          • lrsdp_function.hpp

          • lrsdp_function_impl.hpp

          • lrsdp_impl.hpp

          • primal_dual.hpp

          • primal_dual_impl.hpp

          • sdp.hpp

          • sdp_impl.hpp

        • sgd

          • decay_policies

            • no_decay.hpp

          • sgd.hpp

          • sgd_impl.hpp

          • update_policies

            • gradient_clipping.hpp

            • momentum_update.hpp

            • nesterov_momentum_update.hpp

            • quasi_hyperbolic_update.hpp

            • vanilla_update.hpp

        • sgdr

          • cyclical_decay.hpp

          • sgdr.hpp

          • sgdr_impl.hpp

          • snapshot_ensembles.hpp

          • snapshot_sgdr.hpp

          • snapshot_sgdr_impl.hpp

        • smorms3

          • smorms3.hpp

          • smorms3_impl.hpp

          • smorms3_update.hpp

        • spalera_sgd

          • spalera_sgd.hpp

          • spalera_sgd_impl.hpp

          • spalera_stepsize.hpp

        • spsa

          • spsa.hpp

          • spsa_impl.hpp

        • svrg

          • barzilai_borwein_decay.hpp

          • svrg.hpp

          • svrg_impl.hpp

          • svrg_update.hpp

        • swats

          • swats.hpp

          • swats_impl.hpp

          • swats_update.hpp

        • utility

          • any.hpp

          • arma_traits.hpp

          • indicators

            • epsilon.hpp

            • igd_plus.hpp

        • wn_grad

          • wn_grad.hpp

          • wn_grad_impl.hpp

          • wn_grad_update.hpp

    • lib64

      • cmake

        • ensmallen

          • ensmallen-config-version.cmake

          • ensmallen-config.cmake

          • ensmallen-targets.cmake

    • share

      • licenses

        • ensmallen-devel

          • LICENSE.txt