Classes

alipy.experiment.al_experiment

alipy.experiment.ExperimentAnalyser

alipy.experiment.State

alipy.experiment.StateIO

alipy.experiment.StateIOContainer

alipy.experiment.StoppingCriteria

alipy.index.FeatureIndexCollection

alipy.index.IndexCollection

alipy.index.MultiLabelIndexCollection

alipy.oracle.ElementRepository

alipy.oracle.MatrixRepository

alipy.oracle.Oracle

alipy.oracle.OracleQueryFeatures

alipy.oracle.OracleQueryMultiLabel

alipy.oracle.Oracles

alipy.query_strategy.cost_sensitive.QueryCostSensitiveHALC

alipy.query_strategy.cost_sensitive.QueryCostSensitivePerformance

alipy.query_strategy.cost_sensitive.QueryCostSensitiveRandom

alipy.query_strategy.multi_label.QueryMultiLabelAdaptive

alipy.query_strategy.multi_label.QueryMultiLabelMMC

alipy.query_strategy.multi_label.QueryMultiLabelRandom

alipy.query_strategy.multi_labels.LabelRankingModel

alipy.query_strategy.multi_labels.QueryMultiLabelAUDI

alipy.query_strategy.multi_labels.QueryMultiLabelQUIRE

alipy.query_strategy.multi_labels.QueryMultiLabelRandom

alipy.query_strategy.noisy_oracles.QueryNoisyOraclesAll

alipy.query_strategy.noisy_oracles.QueryNoisyOraclesCEAL

alipy.query_strategy.noisy_oracles.QueryNoisyOraclesIEthresh

alipy.query_strategy.noisy_oracles.QueryNoisyOraclesRandom

alipy.query_strategy.query_features.IterativeSVD_mc

alipy.query_strategy.query_features.QueryFeatureAFASMC

alipy.query_strategy.query_features.QueryFeatureRandom

alipy.query_strategy.query_features.QueryFeatureStability

alipy.query_strategy.query_labels.QueryInstanceBMDR

alipy.query_strategy.query_labels.QueryInstanceGraphDensity

alipy.query_strategy.query_labels.QueryInstanceLAL

alipy.query_strategy.query_labels.QueryInstanceQBC

alipy.query_strategy.query_labels.QueryInstanceQUIRE

alipy.query_strategy.query_labels.QueryInstanceSPAL

alipy.query_strategy.query_labels.QueryInstanceUncertainty

alipy.query_strategy.query_labels.QueryInstanceRandom

alipy.query_strategy.query_labels.QureyExpectedErrorReduction

alipy.query_strategy.query_type.QueryTypeAURO

alipy.utils.aceThreading

alipy.utils.ToolBox

Functions

alipy.data_manipluate.split

alipy.data_manipulate.minmax_scale

alipy.data_manipulate.split_features

alipy.data_manipulate.split_instance

alipy.data_manipulate.split_load

alipy.data_manipulate.split_multi_label

alipy.data_manipulate.split_save

alipy.data_manipulate.standard_scale

alipy.experiment.ExperimentAnalyser

alipy.index.check_index_multilabel

alipy.index.flattern_multilabel_index

alipy.index.get_labelmatrix_in_multilabel

alipy.index.get_Xy_in_multilabel

alipy.index.infer_label_size_multilabel

alipy.index.integrate_multilabel_index

alipy.metrics.accuracy_score

alipy.metrics.average_precision_score

alipy.metrics.coverage_error

alipy.metrics.f1_score

alipy.metrics.get_fps_tps_thresholds

alipy.metrics.hamming_loss

alipy.metrics.label_ranking_average_precision_score

alipy.metrics.label_ranking_loss

alipy.metrics.micro_auc_score

alipy.metrics.one_error

alipy.metrics.precision_recall_curve

alipy.metrics.roc_auc_score

alipy.metrics.roc_curve

alipy.metrics.zero_one_loss

alipy.query_strategy.noisy_oracles.get_majority_vote

alipy.query_strategy.noisy_oracles.get_query_results

alipy.query_strategy.noisy_oracles.majority_vote

alipy.query_strategy.query_features.AFASMC_mask_mc

alipy.query_strategy.query_features.AFASMC_mc

alipy.query_strategy.hierarchical_multilabel_mark

alipy.query_type.check_query_type

alipy.utils.calc_kernel_matrix

alipy.utils.check_matrix

alipy.utils.check_one_to_one_correspondence

alipy.utils.get_gaussian_kernel_mat

alipy.utils.nlargestarg

alipy.utils.nsmallestarg

alipy.utils.randperm