annotlib: Annotator Library
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Quick Start
Overview
Base and Standard Annotators
Clusters as Knowledge Areas of Annotators
Classifiers as Annotators
Estimate Sample Difficulty to Simulate Annotators
Annotators with Dynamic Labelling Performance
Active Learning with Multiple Types of Annotators
API Reference
Bibliography
annotlib: Annotator Library
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Index
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Index
A
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B
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C
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D
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L
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M
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N
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P
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Q
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T
A
add_annotators() (annotlib.multi_types.MultiAnnotTypes method)
annotlib.base (module)
annotlib.classifier_based (module)
annotlib.cluster_based (module)
annotlib.difficulty_based (module)
annotlib.dynamic (module)
annotlib.multi_types (module)
annotlib.standard (module)
annotlib.utils (module)
B
BaseAnnot (class in annotlib.base)
C
check_indices() (in module annotlib.utils)
check_labelling_array() (in module annotlib.utils)
check_positive_integer() (in module annotlib.utils)
check_range() (in module annotlib.utils)
check_shape() (in module annotlib.utils)
class_labels() (annotlib.base.BaseAnnot method)
(annotlib.dynamic.DynamicAnnot method)
(annotlib.multi_types.MultiAnnotTypes method)
(annotlib.standard.StandardAnnot method)
ClassifierBasedAnnot (class in annotlib.classifier_based)
ClusterBasedAnnot (class in annotlib.cluster_based)
confidence_scores() (annotlib.base.BaseAnnot method)
(annotlib.dynamic.DynamicAnnot method)
(annotlib.multi_types.MultiAnnotTypes method)
(annotlib.standard.StandardAnnot method)
D
DifficultyBasedAnnot (class in annotlib.difficulty_based)
DynamicAnnot (class in annotlib.dynamic)
L
labelling_performance() (annotlib.base.BaseAnnot method)
labelling_performance_per_cluster() (annotlib.cluster_based.ClusterBasedAnnot method)
M
MultiAnnotTypes (class in annotlib.multi_types)
N
n_annotators() (annotlib.base.BaseAnnot method)
(annotlib.dynamic.DynamicAnnot method)
(annotlib.multi_types.MultiAnnotTypes method)
(annotlib.standard.StandardAnnot method)
n_queries() (annotlib.base.BaseAnnot method)
(annotlib.dynamic.DynamicAnnot method)
(annotlib.multi_types.MultiAnnotTypes method)
(annotlib.standard.StandardAnnot method)
P
plot_annotators_labelling_probabilities() (annotlib.difficulty_based.DifficultyBasedAnnot method)
plot_class_labels() (annotlib.base.BaseAnnot method)
plot_labelling_accuracy() (annotlib.base.BaseAnnot method)
plot_labelling_confusion_matrices() (annotlib.base.BaseAnnot method)
Q
queried_samples() (annotlib.base.BaseAnnot method)
(annotlib.dynamic.DynamicAnnot method)
(annotlib.multi_types.MultiAnnotTypes method)
(annotlib.standard.StandardAnnot method)
S
StandardAnnot (class in annotlib.standard)
T
transform_confidences() (in module annotlib.utils)
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