GDLibrary:Matlab库用于梯度下降算法
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2021-05-09
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GDLibrary-master.zip （61个子文件） 
GDLibrary-master 
run_me_first.m 308B gd_test test_linear_regression.m 10KB test_quadratic.m 8KB test_general.m 9KB test_linear_svm.m 11KB convergence_animation_demo.m 2KB test_softmax_classifier.m 10KB test_logistic_regression.m 10KB test_matrix_completion.m 2KB test_rosenbrock.m 8KB test_sampled_newton.m 6KB data linear_regression Example.mat 22KB
ex1data2.txt 657B mushroom mashroom_w_star.mat 1KB mushroom.mat 62KB libsvm a9a 2.22MB logistic_regression data_100d_10000.mat 14.71MB problem logistic_regression.m 7KB quadratic.m 1KB matrix_completion.m 2KB rosenbrock.m 2KB linear_regression.m 4KB general.m 1KB linear_svm.m 3KB softmax_regression.m 4KB demo.m 2KB tool linear_regression_data_generator.m 1KB bb_init.m 463B svd_shrink.m 189B featureNormalize.m 1KB multiclass_data_generator.m 1KB soft_thresh.m 142B logistic_regression_data_generator.m 1KB sigmoid.m 158B logsumexp.m 928B soft_threshold.m 325B plotter draw_3D_surface.m 1KB gfigure.m 8KB draw_convergence_sequence.m 4KB display_classification_result.m 7KB display_graph.m 7KB draw_convergence_animation.m 7KB display_regression_result.m 4KB gd_solver cg.m 8KB bfgs.m 8KB lbfgs.m 7KB newton.m 6KB ncg.m 6KB gd_nesterov.m 6KB solver_list.m 2KB gd.m 6KB bb.m 5KB subsamp_newton.m 7KB .gitignore 27B line_search exact_line_search.m 3KB strong_wolfe_line_search.m 3KB backtracking_line_search.m 994B tfocs_backtracking_search.m 388B lbfgs_two_loop_recursion.m 937B README.md 6KB LICENSE.txt 1KB资源评论
