Index

B

BasicTextClassifier (class in skeval.classifier.sentence_classifier) batch_size (skeval.classifier.sentence_classifier.SentenceClassifier attribute)

build() (skeval.utils.helpers.LabelEncoder method) (skeval.utils.helpers.VocabBuilder method)

C

collate_fn() (in module skeval.dataset.loader) compute_metrics() (in module skeval.metrics.metrics)

create_dataloader() (skeval.dataset.loader.DatasetLoader static method) cross_val_score() (in module skeval.model_selection.model_selection)

D

DatasetLoader (class in skeval.dataset.loader)

decode() (skeval.utils.helpers.LabelEncoder method) device (skeval.classifier.sentence_classifier.SentenceClassifier attribute)

E

embed_dim (skeval.classifier.sentence_classifier.SentenceClassifier attribute) embedding (skeval.classifier.sentence_classifier.BasicTextClassifier attribute) encode() (skeval.utils.helpers.LabelEncoder method) (skeval.utils.helpers.VocabBuilder method)

epochs (skeval.classifier.sentence_classifier.SentenceClassifier attribute) evaluate() (skeval.evaluator.evaluator.Evaluator method) Evaluator (class in skeval.evaluator.evaluator)

F

fc (skeval.classifier.sentence_classifier.BasicTextClassifier attribute)

fit() (skeval.classifier.sentence_classifier.SentenceClassifier method) forward() (skeval.classifier.sentence_classifier.BasicTextClassifier method)

I

idx2label (skeval.utils.helpers.LabelEncoder attribute) idx2word (skeval.utils.helpers.VocabBuilder attribute)

init_weights() (skeval.classifier.sentence_classifier.BasicTextClassifier method) is_built (skeval.utils.helpers.LabelEncoder attribute) (skeval.utils.helpers.VocabBuilder attribute)

L

label2idx (skeval.utils.helpers.LabelEncoder attribute) label_encoder (skeval.classifier.sentence_classifier.SentenceClassifier attribute) (skeval.dataset.loader.SentenceDataset attribute) LabelEncoder (class in skeval.utils.helpers)

labels (skeval.dataset.loader.SentenceDataset attribute) load() (skeval.classifier.sentence_classifier.SentenceClassifier method) load_csv() (skeval.dataset.loader.DatasetLoader static method) load_json() (skeval.dataset.loader.DatasetLoader static method) lr (skeval.classifier.sentence_classifier.SentenceClassifier attribute)

M

main() (in module skeval.cli) min_freq (skeval.utils.helpers.VocabBuilder attribute) model (skeval.classifier.sentence_classifier.SentenceClassifier attribute) module skeval.classifier.sentence_classifier skeval.cli skeval.dataset.loader skeval.evaluator.evaluator skeval.metrics.metrics skeval.model_selection.model_selection skeval.utils.helpers

N

normalize_text() (in module skeval.utils.helpers)

num_classes (skeval.utils.helpers.LabelEncoder property)

P

predict() (skeval.classifier.sentence_classifier.SentenceClassifier method)

predict_proba() (skeval.classifier.sentence_classifier.SentenceClassifier method)

R

random_state (skeval.classifier.sentence_classifier.SentenceClassifier attribute)

S

save() (skeval.classifier.sentence_classifier.SentenceClassifier method) score() (skeval.classifier.sentence_classifier.SentenceClassifier method) SentenceClassifier (class in skeval.classifier.sentence_classifier) SentenceDataset (class in skeval.dataset.loader) sentences (skeval.dataset.loader.SentenceDataset attribute) skeval.classifier.sentence_classifier module skeval.cli module

skeval.dataset.loader module skeval.evaluator.evaluator module skeval.metrics.metrics module skeval.model_selection.model_selection module skeval.utils.helpers module

T

train() (skeval.classifier.sentence_classifier.SentenceClassifier method)

train_test_split() (in module skeval.model_selection.model_selection)

V

vocab (skeval.classifier.sentence_classifier.SentenceClassifier attribute) (skeval.dataset.loader.SentenceDataset attribute)

VocabBuilder (class in skeval.utils.helpers)

W

word2idx (skeval.utils.helpers.VocabBuilder attribute)