ActiveTransferLearning:各种主动迁移学习项目的代码

[{"title":"（ 95 个子文件 87KB ） ActiveTransferLearning:各种主动迁移学习项目的代码","children":[{"title":"ActiveTransferLearning-master","children":[{"title":"matlab","children":[{"title":"atl","children":[{"title":"run_hatl.m <span style='color:#111;'> 7.76KB </span>","children":null,"spread":false},{"title":"hatl","children":[{"title":"compute_hatl_bound.m <span style='color:#111;'> 2.08KB </span>","children":null,"spread":false}],"spread":true},{"title":"run_urs_simple_atl.m <span style='color:#111;'> 2.98KB </span>","children":null,"spread":false},{"title":"run_passive_simple_atl.m <span style='color:#111;'> 3.08KB </span>","children":null,"spread":false},{"title":"run_passive_blitzer_atl.m <span style='color:#111;'> 3.31KB </span>","children":null,"spread":false},{"title":"jotal","children":[{"title":"solve_jotal_qp.m <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"jotal_main.m <span style='color:#111;'> 2.72KB </span>","children":null,"spread":false},{"title":"compute_jotal_mmd.m <span style='color:#111;'> 1.36KB </span>","children":null,"spread":false}],"spread":true},{"title":"run_jotal.m <span style='color:#111;'> 2.64KB </span>","children":null,"spread":false},{"title":"tiwcal","children":[{"title":".DS_Store <span style='color:#111;'> 6.00KB </span>","children":null,"spread":false},{"title":"tiwal_cal.m <span style='color:#111;'> 2.52KB </span>","children":null,"spread":false},{"title":"tiwal_cal_query_probability.m <span style='color:#111;'> 1.54KB </span>","children":null,"spread":false},{"title":"tiwal_cal_weights.m <span style='color:#111;'> 1016B </span>","children":null,"spread":false},{"title":"tiwcal_weights.m <span style='color:#111;'> 1022B </span>","children":null,"spread":false},{"title":"tiwcal.m <span style='color:#111;'> 2.52KB </span>","children":null,"spread":false},{"title":"visualize_tiwal_cal_query_probability.m <span style='color:#111;'> 1.77KB </span>","children":null,"spread":false},{"title":"tiwal_cal_gbound.m <span style='color:#111;'> 810B </span>","children":null,"spread":false},{"title":"tiwcal_query_probability.m <span style='color:#111;'> 1.53KB </span>","children":null,"spread":false},{"title":"tiwcal_gbound.m <span style='color:#111;'> 804B </span>","children":null,"spread":false}],"spread":true},{"title":"run_tiwcal.m <span style='color:#111;'> 5.94KB </span>","children":null,"spread":false}],"spread":true},{"title":"set_paths.m <span style='color:#111;'> 22B </span>","children":null,"spread":false},{"title":"evaluation","children":[{"title":"print_fave_metrics.m <span style='color:#111;'> 506B </span>","children":null,"spread":false},{"title":"auroc.m <span style='color:#111;'> 939B </span>","children":null,"spread":false},{"title":"fscore.m <span style='color:#111;'> 1.28KB </span>","children":null,"spread":false},{"title":"compute_fave_metrics.m <span style='color:#111;'> 982B </span>","children":null,"spread":false},{"title":"data_split_stratified.m <span style='color:#111;'> 696B </span>","children":null,"spread":false},{"title":"data_split.m <span style='color:#111;'> 742B </span>","children":null,"spread":false},{"title":"auprc.m <span style='color:#111;'> 780B </span>","children":null,"spread":false},{"title":"mcc.m <span style='color:#111;'> 1017B </span>","children":null,"spread":false},{"title":"data_kfold.m <span style='color:#111;'> 643B </span>","children":null,"spread":false},{"title":"precision.m <span style='color:#111;'> 758B </span>","children":null,"spread":false},{"title":"gmean_pr.m <span style='color:#111;'> 763B </span>","children":null,"spread":false},{"title":"accuracy_weighted.m <span style='color:#111;'> 539B </span>","children":null,"spread":false},{"title":"generate_dummy_metrics.m <span style='color:#111;'> 118B </span>","children":null,"spread":false},{"title":"accuracy.m <span style='color:#111;'> 784B </span>","children":null,"spread":false},{"title":"recall.m <span style='color:#111;'> 738B </span>","children":null,"spread":false}],"spread":false},{"title":"sdm2015","children":[{"title":"generate_1d_synthetic_data_S3.m <span style='color:#111;'> 645B </span>","children":null,"spread":false},{"title":"generate_1d_synthetic_data_S1.m <span style='color:#111;'> 636B </span>","children":null,"spread":false},{"title":"plot_1d_synthetic_data_for_figure1.m <span style='color:#111;'> 1.82KB </span>","children":null,"spread":false},{"title":"generate_1d_synthetic_data_S4.m <span style='color:#111;'> 621B </span>","children":null,"spread":false},{"title":"run_1d_data_experiments.m <span style='color:#111;'> 5.07KB </span>","children":null,"spread":false},{"title":"generate_1d_synthetic_data_S2.m <span style='color:#111;'> 650B </span>","children":null,"spread":false},{"title":"generate_1d_synthetic_data_S5.m <span style='color:#111;'> 643B </span>","children":null,"spread":false},{"title":"generate_1d_synthetic_data_Target.m <span style='color:#111;'> 622B </span>","children":null,"spread":false},{"title":"plot_deviations_for_figure1.m <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"plot_error_for_figure1.m <span style='color:#111;'> 2.57KB </span>","children":null,"spread":false},{"title":"label_1d_synthetic_data.m <span style='color:#111;'> 519B </span>","children":null,"spread":false}],"spread":false},{"title":"base-learners","children":[{"title":"decision_tree.m <span style='color:#111;'> 2.87KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 7B </span>","children":null,"spread":false},{"title":"svm_linearl2l2.m <span style='color:#111;'> 5.37KB </span>","children":null,"spread":false},{"title":"svm_rbf.m <span style='color:#111;'> 5.52KB </span>","children":null,"spread":false},{"title":"knn.m <span style='color:#111;'> 1.51KB </span>","children":null,"spread":false}],"spread":true},{"title":"kernels","children":[{"title":"cosine_kernel.m <span style='color:#111;'> 563B </span>","children":null,"spread":false},{"title":"gaussian_kernel.m <span style='color:#111;'> 532B </span>","children":null,"spread":false}],"spread":true},{"title":".gitignore <span style='color:#111;'> 9B </span>","children":null,"spread":false},{"title":"tl","children":[{"title":"approx_da_distance.m <span style='color:#111;'> 2.67KB </span>","children":null,"spread":false},{"title":"compute_blitzer_tl_weights.m <span style='color:#111;'> 1.32KB </span>","children":null,"spread":false}],"spread":true},{"title":"al","children":[{"title":"urs_main.m <span style='color:#111;'> 2.24KB </span>","children":null,"spread":false},{"title":"hsal","children":[{"title":"find_pure_pruning.m <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"get_pruning_max_depth.m <span style='color:#111;'> 443B </span>","children":null,"spread":false},{"title":"impute_labels.m <span style='color:#111;'> 959B </span>","children":null,"spread":false},{"title":"prune_tree.m <span style='color:#111;'> 1.32KB </span>","children":null,"spread":false},{"title":"node_statistics","children":[{"title":"bottom_up_statistics.m <span style='color:#111;'> 1.39KB </span>","children":null,"spread":false},{"title":"estimate_corrected_counts.m <span style='color:#111;'> 1.19KB </span>","children":null,"spread":false},{"title":"initialize_node_statistics.m <span style='color:#111;'> 512B </span>","children":null,"spread":false},{"title":"bottom_up_update.m <span style='color:#111;'> 1.88KB </span>","children":null,"spread":false},{"title":"count_labels.m <span style='color:#111;'> 1.46KB </span>","children":null,"spread":false}],"spread":false},{"title":"util","children":[{"title":"map_labels.m <span style='color:#111;'> 149B </span>","children":null,"spread":false},{"title":"unmap_labels.m <span style='color:#111;'> 137B </span>","children":null,"spread":false}],"spread":false},{"title":"hsal_main.m <span style='color:#111;'> 5.84KB </span>","children":null,"spread":false},{"title":"compute_hsal_bound.m <span style='color:#111;'> 1.25KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 15B </span>","children":null,"spread":false},{"title":"cluster_tree","children":[{"title":"get_bfs_traversal.m <span style='color:#111;'> 994B </span>","children":null,"spread":false},{"title":"tree_from_parents.m <span style='color:#111;'> 925B </span>","children":null,"spread":false},{"title":"compute_tree_depth.m <span style='color:#111;'> 266B </span>","children":null,"spread":false},{"title":"get_leaves.m <span style='color:#111;'> 862B </span>","children":null,"spread":false},{"title":"get_path_ascending.m <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"tree_from_linkage.m <span style='color:#111;'> 992B </span>","children":null,"spread":false}],"spread":false},{"title":"get_query_probabilities_active.m <span style='color:#111;'> 1.14KB </span>","children":null,"spread":false},{"title":"compute_label_purity.m <span style='color:#111;'> 785B </span>","children":null,"spread":false}],"spread":false},{"title":"run_hsal.m <span style='color:#111;'> 5.66KB </span>","children":null,"spread":false},{"title":"run_urs_al.m <span style='color:#111;'> 2.54KB </span>","children":null,"spread":false},{"title":"run_iwcal.m <span style='color:#111;'> 4.08KB </span>","children":null,"spread":false},{"title":"run_passive_al.m <span style='color:#111;'> 2.63KB </span>","children":null,"spread":false},{"title":"iwcal","children":[{"title":"err.m <span style='color:#111;'> 307B </span>","children":null,"spread":false},{"title":".DS_Store <span style='color:#111;'> 6.00KB </span>","children":null,"spread":false},{"title":"simple_weights.m <span style='color:#111;'> 327B </span>","children":null,"spread":false},{"title":"iwcal_query_probability.m <span style='color:#111;'> 1.16KB </span>","children":null,"spread":false},{"title":"iwerr.m <span style='color:#111;'> 708B </span>","children":null,"spread":false},{"title":"iwcal_gbound.m <span style='color:#111;'> 610B </span>","children":null,"spread":false},{"title":"iwcal_main.m <span style='color:#111;'> 7.00KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}],"spread":true},{"title":"LICENSE <span style='color:#111;'> 1.07KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 77B </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 675B </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 2.54KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}]