Welcome to mlcpl’s API documentation!

Contents

• Loss Functions
  • PartialNegativeBCEWithLogitLoss()
  • PartialBCEWithLogitLoss()
  • PartialSelectiveBCEWithLogitLoss()
  • PartialNegativeFocalWithLogitLoss()
  • PartialFocalWithLogitLoss()
  • PartialSelectiveFocalWithLogitLoss()
  • PartialAsymmetricWithLogitLoss()
  • PartialSelectiveAsymmetricWithLogitLoss()
  • LargeLossRejection()
  • LargeLossCorrectionTemporary()
  • PartialStrictlyProperAsymmetricWithLogitLoss()
• Metrics
  • partial_multilabel_average_precision()
  • partial_multilabel_auroc()
  • partial_multilabel_fbeta_score()
  • partial_multilabel_f1_score()
  • partial_multilabel_precision()
  • partial_multilabel_recall()
  • partial_multilabel_sensitivity()
  • partial_multilabel_specificity()
  • partial_multilabel_precision_at_fixed_recall()
  • partial_multilabel_recall_at_fixed_precision()
  • partial_multilabel_sensitivity_at_specificity()
  • partial_multilabel_specificity_at_sensitivity()
  • partial_multilabel_roc()
  • partial_multilabel_precision_recall_curve()
  • partial_multilabel_accuracy()
  • partial_multilabel_calibration_error()
  • partial_multilabel_expected_calibration_error()
  • partial_multilabel_average_calibration_error()
  • partial_multilabel_maximum_calibration_error()
  • partial_multilabel_cohen_kappa()
  • partial_multilabel_confusion_matrix()
  • partial_multilabel_dice()
  • partial_multilabel_exact_match()
  • partial_multilabel_hamming_distance()
  • partial_multilabel_hinge_loss()
  • partial_multilabel_jaccard_index()
  • partial_multilabel_ranking_average_precision()
  • partial_multilabel_ranking_loss()
  • partial_multilabel_matthews_corrcoef()
• Datasets
  • The MLCPLDataset class
    • MLCPLDataset()
    • __init__()
    • summary()
    • __getitem__()
    • __to_one_hot()
    • get_statistics()
    • drop_labels_uniform()
    • drop_labels_single_positive()
    • drop_labels_fix_per_category()
  • Dataset Loaders
    • MSCOCO()
    • Pascal_VOC_2007()
    • LVIS()
    • Open_Images_V6()
    • Open_Images_V3()
    • CheXpert()
    • VAW()
    • NUS_WIDE()
    • VISPR()
    • Vireo_Food_172()
    • VG_200()
• Data Augmentations
  • LogicMix()
  • __init__()
  • MixUpPME()
  • __init__()
• Pseudo Labeling
  • CurriculumLabeling()
  • __init__()
  • update()

Indices and tables

• Index

• Search Page