Index

B

balancing_multiple_classes() (in module emotion_detective.data.training.data_preprocessing)

D

dataset_loader() (in module emotion_detective.data.inference.data_preprocessing)

E

emotion_detective.data.inference.data_ingestion module emotion_detective.data.inference.data_preprocessing module emotion_detective.data.training.data_ingestion module emotion_detective.data.training.data_preprocessing module emotion_detective.logger.logger module emotion_detective.main module

emotion_detective.models.model_definitions module emotion_detective.models.model_predict module emotion_detective.models.model_saving module emotion_detective.models.model_training module emotion_detective.training module

F

forward() (emotion_detective.models.model_definitions.RNNModel method)

G

get_predictions() (in module emotion_detective.models.model_predict)

L

load_data() (in module emotion_detective.data.training.data_ingestion)

load_model() (in module emotion_detective.models.model_definitions)

M

main() (in module emotion_detective.main) module emotion_detective.data.inference.data_ingestion emotion_detective.data.inference.data_preprocessing emotion_detective.data.training.data_ingestion emotion_detective.data.training.data_preprocessing emotion_detective.logger.logger emotion_detective.main emotion_detective.models.model_definitions emotion_detective.models.model_predict emotion_detective.models.model_saving emotion_detective.models.model_training emotion_detective.training

mov_to_mp3_audio() (in module emotion_detective.data.inference.data_ingestion)

P

preprocess_text() (in module emotion_detective.data.training.data_preprocessing)

R

rnn_model() (in module emotion_detective.models.model_definitions)

RNNModel (class in emotion_detective.models.model_definitions) roberta_model() (in module emotion_detective.models.model_definitions)

S

save_model() (in module emotion_detective.models.model_saving) setup_logging() (in module emotion_detective.logger.logger)

show_instructions() (in module emotion_detective.main) (in module emotion_detective.training) spell_check_and_correct() (in module emotion_detective.data.training.data_preprocessing)

T

train() (in module emotion_detective.training) train_and_evaluate_rnn() (in module emotion_detective.models.model_training)

train_and_evaluate_roberta() (in module emotion_detective.models.model_training) training_pipeline() (in module emotion_detective.training) transcribe_translate() (in module emotion_detective.data.inference.data_preprocessing)