Index

C

clear_learn_data() (nlpatl.learning.mismatch_farthest_learning.MismatchFarthestLearning method) (nlpatl.learning.semi_supervised_learning.SemiSupervisedLearning method) (nlpatl.learning.supervised_learning.SupervisedLearning method) (nlpatl.learning.unsupervised_learning.UnsupervisedLearning method)

convert() (nlpatl.models.embeddings.sentence_transformers.SentenceTransformers method) (nlpatl.models.embeddings.torchvision.TorchVision method) (nlpatl.models.embeddings.transformers.Transformers method)

E

educate() (nlpatl.learning.mismatch_farthest_learning.MismatchFarthestLearning method) (nlpatl.learning.semi_supervised_learning.SemiSupervisedLearning method) (nlpatl.learning.supervised_learning.SupervisedLearning method) (nlpatl.learning.unsupervised_learning.UnsupervisedLearning method) EntropySampling (class in nlpatl.sampling.uncertainty.entropy) explore() (nlpatl.learning.mismatch_farthest_learning.MismatchFarthestLearning method) (nlpatl.learning.semi_supervised_learning.SemiSupervisedLearning method) (nlpatl.learning.supervised_learning.SupervisedLearning method) (nlpatl.learning.unsupervised_learning.UnsupervisedLearning method)

explore_educate_in_notebook() (nlpatl.learning.mismatch_farthest_learning.MismatchFarthestLearning method) (nlpatl.learning.semi_supervised_learning.SemiSupervisedLearning method) (nlpatl.learning.supervised_learning.SupervisedLearning method) (nlpatl.learning.unsupervised_learning.UnsupervisedLearning method)

F

FarthestSampling (class in nlpatl.sampling.clustering.farthest)

G

get_learn_data() (nlpatl.learning.mismatch_farthest_learning.MismatchFarthestLearning method) (nlpatl.learning.semi_supervised_learning.SemiSupervisedLearning method) (nlpatl.learning.supervised_learning.SupervisedLearning method) (nlpatl.learning.unsupervised_learning.UnsupervisedLearning method)

get_self_learn_data() (nlpatl.learning.semi_supervised_learning.SemiSupervisedLearning method)

L

learn() (nlpatl.learning.mismatch_farthest_learning.MismatchFarthestLearning method) (nlpatl.learning.semi_supervised_learning.SemiSupervisedLearning method) (nlpatl.learning.supervised_learning.SupervisedLearning method) (nlpatl.learning.unsupervised_learning.UnsupervisedLearning method)

LeastConfidenceSampling (class in nlpatl.sampling.uncertainty.least_confidence)

M

MarginSampling (class in nlpatl.sampling.uncertainty.margin) MismatchFarthestLearning (class in nlpatl.learning.mismatch_farthest_learning) MismatchSampling (class in nlpatl.sampling.uncertainty.mismatch) module nlpatl.learning.mismatch_farthest_learning nlpatl.learning.semi_supervised_learning nlpatl.learning.supervised_learning nlpatl.learning.unsupervised_learning nlpatl.models.classification.sklearn_classification nlpatl.models.classification.xgboost_classification nlpatl.models.clustering.sklearn_clustering nlpatl.models.embeddings.sentence_transformers nlpatl.models.embeddings.torchvision nlpatl.models.embeddings.transformers nlpatl.sampling.certainty.most_confidence nlpatl.sampling.clustering.farthest nlpatl.sampling.clustering.nearest_mean nlpatl.sampling.uncertainty.entropy nlpatl.sampling.uncertainty.least_confidence nlpatl.sampling.uncertainty.margin nlpatl.sampling.uncertainty.mismatch

MostConfidenceSampling (class in nlpatl.sampling.certainty.most_confidence)

N

NearestMeanSampling (class in nlpatl.sampling.clustering.nearest_mean) nlpatl.learning.mismatch_farthest_learning module nlpatl.learning.semi_supervised_learning module nlpatl.learning.supervised_learning module nlpatl.learning.unsupervised_learning module nlpatl.models.classification.sklearn_classification module nlpatl.models.classification.xgboost_classification module nlpatl.models.clustering.sklearn_clustering module nlpatl.models.embeddings.sentence_transformers module

nlpatl.models.embeddings.torchvision module nlpatl.models.embeddings.transformers module nlpatl.sampling.certainty.most_confidence module nlpatl.sampling.clustering.farthest module nlpatl.sampling.clustering.nearest_mean module nlpatl.sampling.uncertainty.entropy module nlpatl.sampling.uncertainty.least_confidence module nlpatl.sampling.uncertainty.margin module nlpatl.sampling.uncertainty.mismatch module

P

predict_proba() (nlpatl.models.classification.sklearn_classification.SkLearnClassification method) (nlpatl.models.classification.xgboost_classification.XGBoostClassification method) (nlpatl.models.clustering.sklearn_clustering.SkLearnClustering method)

S

sample() (nlpatl.sampling.certainty.most_confidence.MostConfidenceSampling method) (nlpatl.sampling.clustering.farthest.FarthestSampling method) (nlpatl.sampling.clustering.nearest_mean.NearestMeanSampling method) (nlpatl.sampling.uncertainty.entropy.EntropySampling method) (nlpatl.sampling.uncertainty.least_confidence.LeastConfidenceSampling method) (nlpatl.sampling.uncertainty.margin.MarginSampling method) (nlpatl.sampling.uncertainty.mismatch.MismatchSampling method)

SemiSupervisedLearning (class in nlpatl.learning.semi_supervised_learning) SentenceTransformers (class in nlpatl.models.embeddings.sentence_transformers) SkLearnClassification (class in nlpatl.models.classification.sklearn_classification) SkLearnClustering (class in nlpatl.models.clustering.sklearn_clustering) SupervisedLearning (class in nlpatl.learning.supervised_learning)

T

TorchVision (class in nlpatl.models.embeddings.torchvision) train() (nlpatl.models.classification.sklearn_classification.SkLearnClassification method) (nlpatl.models.classification.xgboost_classification.XGBoostClassification method) (nlpatl.models.clustering.sklearn_clustering.SkLearnClustering method)

Transformers (class in nlpatl.models.embeddings.transformers)

U

UnsupervisedLearning (class in nlpatl.learning.unsupervised_learning)

X

XGBoostClassification (class in nlpatl.models.classification.xgboost_classification)