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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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Q
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__getitem__() (nessie.detectors.curriculum_spotter.CurriculumSpotterDataset method)
(nessie.detectors.leitner_spotter.LeitnerSpotterDataset method)
(nessie.models.tagging.transformer_sequence_tagger.SequenceTaggingEvalDataset method)
(nessie.models.tagging.transformer_sequence_tagger.SequenceTaggingTrainDataset method)
(nessie.models.text.transformer_text_classifier.TextClassificationDataset method)
(nessie.models.text.transformer_text_classifier.TextClassificationEvalDataset method)
__len__() (nessie.detectors.curriculum_spotter.CurriculumSpotterDataset method)
(nessie.detectors.leitner_spotter.LeitnerSpotterDataset method)
(nessie.models.tagging.transformer_sequence_tagger.SequenceTaggingEvalDataset method)
(nessie.models.tagging.transformer_sequence_tagger.SequenceTaggingTrainDataset method)
(nessie.models.text.transformer_text_classifier.TextClassificationDataset method)
(nessie.models.text.transformer_text_classifier.TextClassificationEvalDataset method)
(nessie.task_support.span_labeling.AlignedData method)
__post_init__() (nessie.dataloader.SequenceLabelingDataset method)
(nessie.dataloader.TextClassificationDataset method)
__repr__() (nessie.detectors.error_detector.Detector method)
(nessie.models.model.Model method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
__str__() (nessie.detectors.error_detector.Detector method)
(nessie.models.model.Model method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
__version__ (in module nessie)
A
add_callback() (nessie.helper.CallbackList method)
(nessie.helper.CrossValidationHelper method)
(nessie.models.model.Callbackable method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
add_callbacks() (nessie.helper.CallbackList method)
aggregate_scores_to_spans() (in module nessie.task_support.span_labeling)
align_for_span_labeling() (in module nessie.task_support.span_labeling)
align_span_labeling_data() (in module nessie.task_support.span_labeling)
align_span_labeling_result() (in module nessie.task_support.span_labeling)
AlignedData (class in nessie.task_support.span_labeling)
AlignmentResult (class in nessie.task_support.span_labeling)
B
BASELINE_MAJORITY_LABEL (nessie.detectors.error_detector.DetectorType attribute)
BASELINE_MAJORITY_LABEL_PER_SURFACE_FORM (nessie.detectors.error_detector.DetectorType attribute)
BASELINE_RANDOM_FLAGGER (nessie.detectors.error_detector.DetectorType attribute)
BASELINE_RANDOM_SCORER (nessie.detectors.error_detector.DetectorType attribute)
BERT_BASE (in module nessie.config)
BoolArray (in module nessie.types)
BORDA_COUNT (nessie.detectors.error_detector.DetectorType attribute)
BordaCount (class in nessie.detectors.borda_count)
C
CachedSentenceTransformer (class in nessie.models.featurizer)
calibrated_probabilities (nessie.calibration.CalibrationCallback property)
calibrated_repeated_probabilities (nessie.calibration.CalibrationCallback property)
calibration_error (nessie.calibration.CalibrationCallback property)
CalibrationCallback (class in nessie.calibration)
CalibrationOnHoldoutCallback (class in nessie.calibration)
CalibratorWrapper (class in nessie.calibration)
Callback (class in nessie.helper)
Callbackable (class in nessie.models.model)
CallbackableModel (class in nessie.models.model)
CallbackList (class in nessie.helper)
CLASSIFICATION_ENTROPY (nessie.detectors.error_detector.DetectorType attribute)
CLASSIFICATION_UNCERTAINTY (nessie.detectors.error_detector.DetectorType attribute)
ClassificationEntropy (class in nessie.detectors.classification_entropy)
ClassificationUncertainty (class in nessie.detectors.classification_uncertainty)
compute_metrics() (in module nessie.models.text.transformer_text_classifier)
CONFIDENT_LEARNING (nessie.detectors.error_detector.DetectorType attribute)
ConfidentLearning (class in nessie.detectors.confident_learning)
convert_data() (nessie.detectors.irt.ItemResponseTheoryFlagger method)
correct() (nessie.detectors.baselines.MajorityLabelBaseline method)
(nessie.detectors.baselines.MajorityLabelPerSurfaceFormBaseline method)
(nessie.detectors.ensemble.MajorityVotingEnsemble method)
(nessie.detectors.error_detector.Detector method)
(nessie.detectors.label_aggregation.LabelAggregation method)
(nessie.detectors.retag.Retag method)
(nessie.detectors.variational_principle.VariationNGrams method)
(nessie.detectors.variational_principle.VariationNGramsSpan method)
CrfSequenceTagger (class in nessie.models.tagging.handcrafted_crf_sequence_tagger)
CROSS_WEIGH (nessie.detectors.error_detector.DetectorType attribute)
CrossValidationHelper (class in nessie.helper)
CURRICULUM_SPOTTER (nessie.detectors.error_detector.DetectorType attribute)
CurriculumSpotter (class in nessie.detectors.curriculum_spotter)
CurriculumSpotterDataset (class in nessie.detectors.curriculum_spotter)
CurriculumSpotterDatasetCallback (class in nessie.detectors.curriculum_spotter)
CurriculumSpotterTransformerTextClassifier (class in nessie.detectors.curriculum_spotter)
D
DATAMAP_CONFIDENCE (nessie.detectors.error_detector.DetectorType attribute)
DATAMAP_CONFIDENCE_SEQUENCE (nessie.detectors.error_detector.DetectorType attribute)
DataMapConfidence (class in nessie.detectors.datamap_confidence)
DataMapConfidenceCallback (class in nessie.detectors.datamap_confidence)
Detector (class in nessie.detectors.error_detector)
DetectorKind (class in nessie.detectors.error_detector)
DetectorType (class in nessie.detectors.error_detector)
DIVERSE_ENSEMBLE (nessie.detectors.error_detector.DetectorType attribute)
download_file() (in module nessie.util)
DROPOUT_UNCERTAINTY (nessie.detectors.error_detector.DetectorType attribute)
DropoutUncertainty (class in nessie.detectors.dropout_uncertainty)
DummySequenceTagger (class in nessie.models.tagging.dummy_sequence_classifier)
DummyTextClassifier (class in nessie.models.text.dummy_text_classifier)
E
embed() (nessie.models.featurizer.CachedSentenceTransformer method)
(nessie.models.featurizer.FlairTokenEmbeddingsWrapper method)
(nessie.models.featurizer.SentenceEmbedder method)
(nessie.models.featurizer.TfIdfSentenceEmbedder method)
embed_spans() (in module nessie.task_support.span_labeling)
embedding_dim (nessie.models.featurizer.FlairTokenEmbeddingsWrapper property)
end (nessie.task_support.span_labeling.SpanId attribute)
ensemble_size (nessie.detectors.projection_ensemble.MaxEntProjectionEnsemble property)
error_detector_kind() (nessie.detectors.baselines.MajorityLabelBaseline method)
(nessie.detectors.baselines.MajorityLabelPerSurfaceFormBaseline method)
(nessie.detectors.borda_count.BordaCount method)
(nessie.detectors.classification_entropy.ClassificationEntropy method)
(nessie.detectors.classification_uncertainty.ClassificationUncertainty method)
(nessie.detectors.confident_learning.ConfidentLearning method)
(nessie.detectors.curriculum_spotter.CurriculumSpotter method)
(nessie.detectors.datamap_confidence.DataMapConfidence method)
(nessie.detectors.dropout_uncertainty.DropoutUncertainty method)
(nessie.detectors.ensemble.MajorityVotingEnsemble method)
(nessie.detectors.error_detector.Detector method)
(nessie.detectors.irt.ItemResponseTheoryFlagger method)
(nessie.detectors.knn_entropy.KnnEntropy method)
(nessie.detectors.knn_entropy.KnnFlagger method)
(nessie.detectors.label_aggregation.LabelAggregation method)
(nessie.detectors.label_entropy.LabelEntropy method)
(nessie.detectors.leitner_spotter.LeitnerSpotter method)
(nessie.detectors.mean_distance.MeanDistance method)
(nessie.detectors.prediction_margin.PredictionMargin method)
(nessie.detectors.projection_ensemble.MaxEntProjectionEnsemble method)
(nessie.detectors.retag.Retag method)
(nessie.detectors.variational_principle.VariationNGrams method)
(nessie.detectors.variational_principle.VariationNGramsSpan method)
(nessie.detectors.weighted_discrepancy.WeightedDiscrepancy method)
eval() (nessie.models.featurizer.SentenceEmbedder method)
(nessie.models.featurizer.TfIdfSentenceEmbedder method)
eval_indices (nessie.helper.State attribute)
export() (nessie.detectors.irt.TwoParamLog method)
F
FastTextTextClassifier (class in nessie.models.text.fasttext_text_classifier)
featurize_sentence() (in module nessie.models.tagging.util)
featurize_token() (in module nessie.models.tagging.util)
fit() (nessie.calibration.CalibratorWrapper method)
(nessie.models.model.Model method)
(nessie.models.model.SequenceTagger method)
(nessie.models.model.TextClassifier method)
(nessie.models.tagging.dummy_sequence_classifier.DummySequenceTagger method)
(nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger method)
(nessie.models.tagging.handcrafted_crf_sequence_tagger.CrfSequenceTagger method)
(nessie.models.tagging.maxent_sequence_tagger.MaxEntSequenceTagger method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.dummy_text_classifier.DummyTextClassifier method)
(nessie.models.text.fasttext_text_classifier.FastTextTextClassifier method)
(nessie.models.text.flair_text_classifier.FlairTextClassifier method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
FLAGGER (nessie.detectors.error_detector.DetectorKind attribute)
flags (nessie.dataloader.TextClassificationDataset property)
(nessie.task_support.span_labeling.AlignedData property)
FlairSequenceTagger (class in nessie.models.tagging.flair_sequence_tagger)
FlairTextClassifier (class in nessie.models.text.flair_text_classifier)
FlairTokenEmbeddingsWrapper (class in nessie.models.featurizer)
flatten() (nessie.dataloader.SequenceLabelingDataset method)
(nessie.helper.RaggedResult method)
flipped_label_noise() (in module nessie.noise)
FloatArray (in module nessie.types)
FloatArray2D (in module nessie.types)
G
get_cross_validator() (in module nessie.helper)
get_dimension() (nessie.models.featurizer.CachedSentenceTransformer method)
(nessie.models.featurizer.SentenceEmbedder method)
(nessie.models.featurizer.TfIdfSentenceEmbedder method)
get_guide() (nessie.detectors.irt.TwoParamLog method)
get_logger() (in module nessie.util)
get_model() (nessie.detectors.irt.TwoParamLog method)
get_random_probabilities() (in module nessie.util)
get_random_repeated_probabilities() (in module nessie.util)
gold_labels (nessie.dataloader.SequenceLabelingDataset attribute)
(nessie.dataloader.TextClassificationDataset attribute)
(nessie.task_support.span_labeling.AlignedData attribute)
guide_hierarchical() (nessie.detectors.irt.TwoParamLog method)
H
has_dropout() (nessie.models.model.Model method)
(nessie.models.tagging.dummy_sequence_classifier.DummySequenceTagger method)
(nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.dummy_text_classifier.DummyTextClassifier method)
(nessie.models.text.flair_text_classifier.FlairTextClassifier method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
I
IntArray (in module nessie.types)
ITEM_RESPONSE_THEORY (nessie.detectors.error_detector.DetectorType attribute)
ItemResponseTheoryFlagger (class in nessie.detectors.irt)
K
KNN_ENTROPY (nessie.detectors.error_detector.DetectorType attribute)
KNN_FLAGGER (nessie.detectors.error_detector.DetectorType attribute)
KnnEntropy (class in nessie.detectors.knn_entropy)
KnnErrorDetector (class in nessie.detectors.knn_entropy)
KnnFlagger (class in nessie.detectors.knn_entropy)
L
LABEL_AGGREGATION (nessie.detectors.error_detector.DetectorType attribute)
label_encoder() (nessie.models.model.Model method)
(nessie.models.tagging.dummy_sequence_classifier.DummySequenceTagger method)
(nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger method)
(nessie.models.tagging.handcrafted_crf_sequence_tagger.CrfSequenceTagger method)
(nessie.models.tagging.maxent_sequence_tagger.MaxEntSequenceTagger method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.dummy_text_classifier.DummyTextClassifier method)
(nessie.models.text.fasttext_text_classifier.FastTextTextClassifier method)
(nessie.models.text.flair_text_classifier.FlairTextClassifier method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
LABEL_ENTROPY (nessie.detectors.error_detector.DetectorType attribute)
LABEL_TYPE (nessie.models.text.flair_text_classifier.FlairTextClassifier attribute)
LabelAggregation (class in nessie.detectors.label_aggregation)
LabelEntropy (class in nessie.detectors.label_entropy)
labels (nessie.task_support.span_labeling.AlignmentResult attribute)
labels_eval (nessie.helper.State attribute)
le (nessie.helper.RaggedResult attribute)
(nessie.helper.Result attribute)
(nessie.task_support.span_labeling.AlignmentResult attribute)
LEITNER_SPOTTER (nessie.detectors.error_detector.DetectorType attribute)
LeitnerSpotter (class in nessie.detectors.leitner_spotter)
LeitnerSpotterDataset (class in nessie.detectors.leitner_spotter)
LeitnerSpotterDatasetCallback (class in nessie.detectors.leitner_spotter)
LeitnerSpotterTransformerTextClassifier (class in nessie.detectors.leitner_spotter)
LgbmTextClassifier (class in nessie.models.text.lightgbm_text_classifier)
load_example_span_classification_data() (in module nessie.dataloader)
load_example_text_classification_data() (in module nessie.dataloader)
load_example_token_labeling_data() (in module nessie.dataloader)
load_sequence_labeling_dataset() (in module nessie.dataloader)
load_text_classification_tsv() (in module nessie.dataloader)
logger (in module nessie.helper)
M
MajorityLabelBaseline (class in nessie.detectors.baselines)
MajorityLabelPerSurfaceFormBaseline (class in nessie.detectors.baselines)
MajorityVotingEnsemble (class in nessie.detectors.ensemble)
MaxEntProjectionEnsemble (class in nessie.detectors.projection_ensemble)
MaxEntSequenceTagger (class in nessie.models.tagging.maxent_sequence_tagger)
MaxEntTextClassifier (class in nessie.models.text.maxent_text_classifier)
MEAN_DISTANCE (nessie.detectors.error_detector.DetectorType attribute)
MeanDistance (class in nessie.detectors.mean_distance)
Model (class in nessie.models.model)
model_hierarchical() (nessie.detectors.irt.TwoParamLog method)
ModelBasedDetector (class in nessie.detectors.error_detector)
module
nessie
nessie.calibration
nessie.config
nessie.dataloader
nessie.detectors
nessie.detectors.baselines
nessie.detectors.borda_count
nessie.detectors.classification_entropy
nessie.detectors.classification_uncertainty
nessie.detectors.confident_learning
nessie.detectors.curriculum_spotter
nessie.detectors.datamap_confidence
nessie.detectors.dropout_uncertainty
nessie.detectors.ensemble
nessie.detectors.error_detector
nessie.detectors.irt
nessie.detectors.knn_entropy
nessie.detectors.label_aggregation
nessie.detectors.label_entropy
nessie.detectors.leitner_spotter
nessie.detectors.mean_distance
nessie.detectors.prediction_margin
nessie.detectors.projection_ensemble
nessie.detectors.retag
nessie.detectors.variational_principle
nessie.detectors.weighted_discrepancy
nessie.helper
nessie.metrics
nessie.models
nessie.models.featurizer
nessie.models.model
nessie.models.tagging
nessie.models.tagging.dummy_sequence_classifier
nessie.models.tagging.flair_sequence_tagger
nessie.models.tagging.handcrafted_crf_sequence_tagger
nessie.models.tagging.maxent_sequence_tagger
nessie.models.tagging.transformer_sequence_tagger
nessie.models.tagging.util
nessie.models.text
nessie.models.text.dummy_text_classifier
nessie.models.text.fasttext_text_classifier
nessie.models.text.flair_text_classifier
nessie.models.text.lightgbm_text_classifier
nessie.models.text.maxent_text_classifier
nessie.models.text.sklean_text_classifier
nessie.models.text.transformer_text_classifier
nessie.noise
nessie.task_support
nessie.task_support.span_labeling
nessie.types
nessie.util
my_backoff (in module nessie.util)
N
name() (nessie.detectors.error_detector.Detector method)
(nessie.models.model.Model method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
needs_multiple_probabilities() (nessie.detectors.dropout_uncertainty.DropoutUncertainty method)
(nessie.detectors.error_detector.Detector method)
(nessie.detectors.label_aggregation.LabelAggregation method)
nessie
module
nessie.calibration
module
nessie.config
module
nessie.dataloader
module
nessie.detectors
module
nessie.detectors.baselines
module
nessie.detectors.borda_count
module
nessie.detectors.classification_entropy
module
nessie.detectors.classification_uncertainty
module
nessie.detectors.confident_learning
module
nessie.detectors.curriculum_spotter
module
nessie.detectors.datamap_confidence
module
nessie.detectors.dropout_uncertainty
module
nessie.detectors.ensemble
module
nessie.detectors.error_detector
module
nessie.detectors.irt
module
nessie.detectors.knn_entropy
module
nessie.detectors.label_aggregation
module
nessie.detectors.label_entropy
module
nessie.detectors.leitner_spotter
module
nessie.detectors.mean_distance
module
nessie.detectors.prediction_margin
module
nessie.detectors.projection_ensemble
module
nessie.detectors.retag
module
nessie.detectors.variational_principle
module
nessie.detectors.weighted_discrepancy
module
nessie.helper
module
nessie.metrics
module
nessie.models
module
nessie.models.featurizer
module
nessie.models.model
module
nessie.models.tagging
module
nessie.models.tagging.dummy_sequence_classifier
module
nessie.models.tagging.flair_sequence_tagger
module
nessie.models.tagging.handcrafted_crf_sequence_tagger
module
nessie.models.tagging.maxent_sequence_tagger
module
nessie.models.tagging.transformer_sequence_tagger
module
nessie.models.tagging.util
module
nessie.models.text
module
nessie.models.text.dummy_text_classifier
module
nessie.models.text.fasttext_text_classifier
module
nessie.models.text.flair_text_classifier
module
nessie.models.text.lightgbm_text_classifier
module
nessie.models.text.maxent_text_classifier
module
nessie.models.text.sklean_text_classifier
module
nessie.models.text.transformer_text_classifier
module
nessie.noise
module
nessie.task_support
module
nessie.task_support.span_labeling
module
nessie.types
module
nessie.util
module
noisy_labels (nessie.dataloader.SequenceLabelingDataset attribute)
(nessie.dataloader.TextClassificationDataset attribute)
(nessie.task_support.span_labeling.AlignedData attribute)
num_instances (nessie.dataloader.SequenceLabelingDataset property)
(nessie.dataloader.TextClassificationDataset property)
num_labels (nessie.dataloader.SequenceLabelingDataset property)
(nessie.dataloader.TextClassificationDataset property)
(nessie.helper.State attribute)
num_repetitions (nessie.helper.State attribute)
num_samples (nessie.helper.State attribute)
num_sentences (nessie.dataloader.SequenceLabelingDataset property)
O
obtain_repeated_probabilities_flat() (in module nessie.helper)
obtain_repeated_probabilities_ragged_flattened() (in module nessie.helper)
on_after_fitting() (nessie.helper.Callback method)
(nessie.helper.CallbackList method)
on_after_predicting() (nessie.calibration.CalibrationCallback method)
(nessie.helper.Callback method)
(nessie.helper.CallbackList method)
on_before_fitting() (nessie.helper.Callback method)
(nessie.helper.CallbackList method)
on_before_predicting() (nessie.helper.Callback method)
(nessie.helper.CallbackList method)
on_begin() (nessie.calibration.CalibrationCallback method)
(nessie.helper.Callback method)
(nessie.helper.CallbackList method)
on_epoch_begin() (nessie.detectors.curriculum_spotter.CurriculumSpotterDatasetCallback method)
(nessie.detectors.leitner_spotter.LeitnerSpotterDatasetCallback method)
on_epoch_end() (nessie.detectors.curriculum_spotter.CurriculumSpotterDatasetCallback method)
(nessie.detectors.datamap_confidence.DataMapConfidenceCallback method)
(nessie.detectors.leitner_spotter.LeitnerSpotterDatasetCallback method)
on_train_begin() (nessie.detectors.curriculum_spotter.CurriculumSpotterDatasetCallback method)
(nessie.detectors.datamap_confidence.DataMapConfidenceCallback method)
(nessie.detectors.leitner_spotter.LeitnerSpotterDatasetCallback method)
on_train_end() (nessie.detectors.curriculum_spotter.CurriculumSpotterDatasetCallback method)
(nessie.detectors.leitner_spotter.LeitnerSpotterDatasetCallback method)
optimize() (nessie.detectors.irt.ItemResponseTheoryFlagger method)
P
percentage_flagged_score() (in module nessie.metrics)
predict() (nessie.models.model.Model method)
(nessie.models.model.SequenceTagger method)
(nessie.models.model.TextClassifier method)
(nessie.models.tagging.dummy_sequence_classifier.DummySequenceTagger method)
(nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger method)
(nessie.models.tagging.handcrafted_crf_sequence_tagger.CrfSequenceTagger method)
(nessie.models.tagging.maxent_sequence_tagger.MaxEntSequenceTagger method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.dummy_text_classifier.DummyTextClassifier method)
(nessie.models.text.fasttext_text_classifier.FastTextTextClassifier method)
(nessie.models.text.flair_text_classifier.FlairTextClassifier method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
predict_proba() (nessie.models.model.Model method)
(nessie.models.model.SequenceTagger method)
(nessie.models.model.TextClassifier method)
(nessie.models.tagging.dummy_sequence_classifier.DummySequenceTagger method)
(nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger method)
(nessie.models.tagging.handcrafted_crf_sequence_tagger.CrfSequenceTagger method)
(nessie.models.tagging.maxent_sequence_tagger.MaxEntSequenceTagger method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.dummy_text_classifier.DummyTextClassifier method)
(nessie.models.text.fasttext_text_classifier.FastTextTextClassifier method)
(nessie.models.text.flair_text_classifier.FlairTextClassifier method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
PREDICTION_MARGIN (nessie.detectors.error_detector.DetectorType attribute)
PredictionMargin (class in nessie.detectors.prediction_margin)
predictions (nessie.helper.RaggedResult attribute)
(nessie.helper.Result attribute)
(nessie.task_support.span_labeling.AlignmentResult attribute)
probabilities (nessie.helper.RaggedResult attribute)
(nessie.helper.Result attribute)
(nessie.task_support.span_labeling.AlignmentResult attribute)
probas_eval (nessie.helper.State attribute)
PROJECTION_ENSEMBLE (nessie.detectors.error_detector.DetectorType attribute)
Q
Queues (in module nessie.detectors.leitner_spotter)
R
RaggedArray (in module nessie.task_support.span_labeling)
RaggedFloatArray (in module nessie.types)
RaggedFloatArray2D (in module nessie.types)
RaggedFloatArray3D (in module nessie.types)
RaggedResult (class in nessie.helper)
RaggedStringArray (in module nessie.types)
RANDOM_STATE (in module nessie.util)
repeated_probabilities (nessie.helper.RaggedResult attribute)
(nessie.helper.Result attribute)
(nessie.helper.State attribute)
(nessie.task_support.span_labeling.AlignmentResult attribute)
Result (class in nessie.helper)
Retag (class in nessie.detectors.retag)
RETAG (nessie.detectors.error_detector.DetectorType attribute)
run() (nessie.helper.CrossValidationHelper method)
run_for_ragged() (nessie.helper.CrossValidationHelper method)
S
SBERT_MODEL_NAME (in module nessie.config)
score() (nessie.detectors.baselines.MajorityLabelBaseline method)
(nessie.detectors.baselines.MajorityLabelPerSurfaceFormBaseline method)
(nessie.detectors.borda_count.BordaCount method)
(nessie.detectors.classification_entropy.ClassificationEntropy method)
(nessie.detectors.classification_uncertainty.ClassificationUncertainty method)
(nessie.detectors.confident_learning.ConfidentLearning method)
(nessie.detectors.curriculum_spotter.CurriculumSpotter method)
(nessie.detectors.datamap_confidence.DataMapConfidence method)
(nessie.detectors.dropout_uncertainty.DropoutUncertainty method)
(nessie.detectors.ensemble.MajorityVotingEnsemble method)
(nessie.detectors.error_detector.Detector method)
(nessie.detectors.error_detector.ModelBasedDetector method)
(nessie.detectors.irt.ItemResponseTheoryFlagger method)
(nessie.detectors.knn_entropy.KnnErrorDetector method)
(nessie.detectors.label_aggregation.LabelAggregation method)
(nessie.detectors.label_entropy.LabelEntropy method)
(nessie.detectors.leitner_spotter.LeitnerSpotter method)
(nessie.detectors.mean_distance.MeanDistance method)
(nessie.detectors.prediction_margin.PredictionMargin method)
(nessie.detectors.projection_ensemble.MaxEntProjectionEnsemble method)
(nessie.detectors.retag.Retag method)
(nessie.detectors.variational_principle.VariationNGrams method)
(nessie.detectors.variational_principle.VariationNGramsSpan method)
(nessie.detectors.weighted_discrepancy.WeightedDiscrepancy method)
(nessie.models.model.Model method)
(nessie.models.model.SequenceTagger method)
(nessie.models.model.TextClassifier method)
(nessie.models.tagging.dummy_sequence_classifier.DummySequenceTagger method)
(nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger method)
(nessie.models.tagging.handcrafted_crf_sequence_tagger.CrfSequenceTagger method)
(nessie.models.tagging.maxent_sequence_tagger.MaxEntSequenceTagger method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.dummy_text_classifier.DummyTextClassifier method)
(nessie.models.text.fasttext_text_classifier.FastTextTextClassifier method)
(nessie.models.text.flair_text_classifier.FlairTextClassifier method)
(nessie.models.text.sklean_text_classifier.SklearnTextClassifier method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
SCORER (nessie.detectors.error_detector.DetectorKind attribute)
sentence (nessie.task_support.span_labeling.SpanId attribute)
SentenceEmbedder (class in nessie.models.featurizer)
sentences (nessie.dataloader.SequenceLabelingDataset attribute)
SequenceLabelingDataset (class in nessie.dataloader)
SequenceTagger (class in nessie.models.model)
SequenceTaggingEvalDataset (class in nessie.models.tagging.transformer_sequence_tagger)
SequenceTaggingTrainDataset (class in nessie.models.tagging.transformer_sequence_tagger)
set_my_seed() (in module nessie.util)
setup_logging() (in module nessie.util)
should_compute_repeated_probabilities (nessie.helper.State attribute)
SingeSplitCV (class in nessie.helper)
sizes (nessie.dataloader.SequenceLabelingDataset property)
(nessie.helper.RaggedResult property)
SklearnTextClassifier (class in nessie.models.text.sklean_text_classifier)
span_ids (nessie.task_support.span_labeling.AlignedData attribute)
(nessie.task_support.span_labeling.AlignmentResult attribute)
span_matching() (in module nessie.task_support.span_labeling)
SpanId (class in nessie.task_support.span_labeling)
split() (nessie.helper.SingeSplitCV method)
start (nessie.task_support.span_labeling.SpanId attribute)
State (class in nessie.helper)
StringArray (in module nessie.types)
StringArray2D (in module nessie.types)
subset() (nessie.dataloader.SequenceLabelingDataset method)
(nessie.dataloader.TextClassificationDataset method)
supports_correction() (nessie.detectors.baselines.MajorityLabelBaseline method)
(nessie.detectors.baselines.MajorityLabelPerSurfaceFormBaseline method)
(nessie.detectors.ensemble.MajorityVotingEnsemble method)
(nessie.detectors.error_detector.Detector method)
(nessie.detectors.label_aggregation.LabelAggregation method)
(nessie.detectors.retag.Retag method)
(nessie.detectors.variational_principle.VariationNGrams method)
(nessie.detectors.variational_principle.VariationNGramsSpan method)
surface_forms (nessie.task_support.span_labeling.AlignedData attribute)
T
T (in module nessie.models.text.sklean_text_classifier)
TAG_TYPE (nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger attribute)
tagset_noisy (nessie.dataloader.SequenceLabelingDataset property)
(nessie.dataloader.TextClassificationDataset property)
tempinput() (in module nessie.util)
TextClassificationDataset (class in nessie.dataloader)
(class in nessie.models.text.transformer_text_classifier)
TextClassificationEvalDataset (class in nessie.models.text.transformer_text_classifier)
TextClassifier (class in nessie.models.model)
texts (nessie.dataloader.TextClassificationDataset attribute)
TfIdfSentenceEmbedder (class in nessie.models.featurizer)
tqdm_joblib() (in module nessie.detectors.projection_ensemble)
train() (nessie.models.featurizer.SentenceEmbedder method)
(nessie.models.featurizer.TfIdfSentenceEmbedder method)
transform() (nessie.calibration.CalibratorWrapper method)
TransformerSequenceTagger (class in nessie.models.tagging.transformer_sequence_tagger)
TransformerTextClassifier (class in nessie.models.text.transformer_text_classifier)
true_len (nessie.detectors.curriculum_spotter.CurriculumSpotterDataset property)
(nessie.detectors.leitner_spotter.LeitnerSpotterDataset property)
TwoParamLog (class in nessie.detectors.irt)
U
UNALIGNED_LABEL (in module nessie.task_support.span_labeling)
unflatten() (nessie.helper.Result method)
UNIFORM_ENSEMBLE (nessie.detectors.error_detector.DetectorType attribute)
uniform_label_noise() (in module nessie.noise)
update_mapping() (nessie.detectors.curriculum_spotter.CurriculumSpotterDataset method)
(nessie.detectors.leitner_spotter.LeitnerSpotterDataset method)
use_dropout() (nessie.models.model.Model method)
(nessie.models.tagging.dummy_sequence_classifier.DummySequenceTagger method)
(nessie.models.tagging.flair_sequence_tagger.FlairSequenceTagger method)
(nessie.models.tagging.transformer_sequence_tagger.TransformerSequenceTagger method)
(nessie.models.text.dummy_text_classifier.DummyTextClassifier method)
(nessie.models.text.flair_text_classifier.FlairTextClassifier method)
(nessie.models.text.transformer_text_classifier.TransformerTextClassifier method)
uses_probabilities() (nessie.detectors.borda_count.BordaCount method)
(nessie.detectors.classification_entropy.ClassificationEntropy method)
(nessie.detectors.classification_uncertainty.ClassificationUncertainty method)
(nessie.detectors.confident_learning.ConfidentLearning method)
(nessie.detectors.dropout_uncertainty.DropoutUncertainty method)
(nessie.detectors.error_detector.Detector method)
(nessie.detectors.irt.ItemResponseTheoryFlagger method)
(nessie.detectors.label_aggregation.LabelAggregation method)
(nessie.detectors.prediction_margin.PredictionMargin method)
V
VARIATION_PRINCIPLE (nessie.detectors.error_detector.DetectorType attribute)
VARIATION_PRINCIPLE_SPAN (nessie.detectors.error_detector.DetectorType attribute)
VariationNGrams (class in nessie.detectors.variational_principle)
VariationNGramsSpan (class in nessie.detectors.variational_principle)
W
WEIGHTED_DISCREPANCY (nessie.detectors.error_detector.DetectorType attribute)
WeightedDiscrepancy (class in nessie.detectors.weighted_discrepancy)
write_sentence_classification_csv() (in module nessie.util)
X
X (nessie.detectors.curriculum_spotter.CurriculumSpotterDataset property)
(nessie.detectors.leitner_spotter.LeitnerSpotterDataset property)
Y
y (nessie.detectors.curriculum_spotter.CurriculumSpotterDataset property)
(nessie.detectors.leitner_spotter.LeitnerSpotterDataset property)
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