Index

A

Application (class in nlper.dataframe_cleaner.application) (class in nlper.predictor.application) (class in nlper.text_cleaner.application) (class in nlper.trainer.application)

B

BahdanauAttention (class in nlper.model.architecture)

build_paths() (nlper.utils.train_test_splitter.TrainTestSplitter method) build_vocab() (nlper.trainer.data_loader.DataLoader method)

C

calculate_cumulative_sentences_lengths() (nlper.utils.trim_utils.TrimUtils static method) calculate_rouge() (in module nlper.utils.train_utils) check_if_should_save() (nlper.dataframe_cleaner.application.Application method) clean_dataframe() (nlper.dataframe_cleaner.cleaner.Cleaner method) clean_dataframes() (nlper.dataframe_cleaner.application.Application method) clean_text() (nlper.text_cleaner.application.Application method) Cleaner (class in nlper.dataframe_cleaner.cleaner) CleanUtils (class in nlper.utils.clean_utils)

ColumnsWithDuplicates (class in nlper.utils.dataframe_utils) convert_list_to_text() (nlper.utils.clean_utils.CleanUtils static method) convert_list_to_text_in_dataframe() (nlper.dataframe_cleaner.cleaner.Cleaner method) create_dir() (nlper.file_io.writer.Writer static method) create_dirs() (nlper.utils.train_test_splitter.TrainTestSplitter method) create_model() (nlper.model.model.Model method) create_optimizers_and_loss() (nlper.model.model.Model method) CsvReader (class in nlper.file_io.reader) CsvWriter (class in nlper.file_io.writer)

D

DataFrameUtils (class in nlper.utils.dataframe_utils) DataLoader (class in nlper.trainer.data_loader)

DecoderRNN (class in nlper.model.architecture) draw_attention_matrix() (in module nlper.utils.train_utils) drop_columns() (nlper.utils.dataframe_utils.DataFrameUtils static method)

E

EncoderRNN (class in nlper.model.architecture)

EnumWithListing (class in nlper.utils.dataframe_utils) evaluate() (nlper.model.model.Model method)

F

FileReader (class in nlper.file_io.dataframe_reader) FileTypesResolver (class in nlper.file_io.file_type_resolver) FileWriter (class in nlper.file_io.dataframe_writer)

forward() (nlper.model.architecture.BahdanauAttention method) (nlper.model.architecture.DecoderRNN method) (nlper.model.architecture.EncoderRNN method) (nlper.model.architecture.Seq2Seq method)

G

get_device() (in module nlper.utils.torch_utils) get_language_model() (nlper.utils.clean_utils.CleanUtils method) (nlper.utils.trim_utils.TrimUtils method)

get_last_sentence_index() (nlper.utils.trim_utils.TrimUtils static method) get_parsed_text() (nlper.utils.trim_utils.TrimUtils method) get_text_summary_from_batch() (nlper.model.model.Model method)

H

hide_numbers() (nlper.dataframe_cleaner.cleaner.Cleaner method) (nlper.utils.clean_utils.CleanUtils static method)

hide_numbers_for_column() (nlper.dataframe_cleaner.cleaner.Cleaner static method) HtmlReader (class in nlper.file_io.reader)

I

indices_from_text() (nlper.utils.lang_utils.VocabConfig method)

J

join_sentences() (nlper.utils.trim_utils.TrimUtils static method)

JsonReader (class in nlper.file_io.reader) JsonWriter (class in nlper.file_io.writer)

L

LangUtils (class in nlper.utils.lang_utils) lemmatize() (nlper.utils.clean_utils.CleanUtils method) lemmatize_text() (nlper.dataframe_cleaner.cleaner.Cleaner method) (nlper.text_cleaner.application.Application method) lemmatize_text_for_column() (nlper.dataframe_cleaner.cleaner.Cleaner static method) lemmatize_text_for_dataframe() (nlper.dataframe_cleaner.cleaner.Cleaner method)

load() (nlper.trainer.data_loader.DataLoader method) load_iterators() (nlper.trainer.data_loader.DataLoader method) load_language_model() (nlper.dataframe_cleaner.application.Application method) load_model() (nlper.model.model.Model method) load_splits() (nlper.trainer.data_loader.DataLoader method) load_splits_and_iterators() (nlper.trainer.data_loader.DataLoader method) load_trained_model() (nlper.trainer.application.Application method)

M

main() (in module nlper.dataframe_cleaner.__init__) (in module nlper.predictor.__init__) (in module nlper.text_cleaner.__init__) (in module nlper.trainer.__init__) merge_columns() (nlper.dataframe_cleaner.reducer.Reducer method) merge_columns_as_text_or_summary() (nlper.dataframe_cleaner.reducer.Reducer method) merge_dataframes() (nlper.file_io.dataframe_writer.FileWriter method) merge_or_create_column() (nlper.dataframe_cleaner.reducer.Reducer method) MissingFilePathOrConfigException Model (class in nlper.model.model) module nlper.dataframe_cleaner.__init__ nlper.dataframe_cleaner.application nlper.dataframe_cleaner.cleaner nlper.dataframe_cleaner.reducer nlper.dataframe_cleaner.trimmer nlper.exceptions nlper.file_io.__init__ nlper.file_io.dataframe_reader nlper.file_io.dataframe_writer nlper.file_io.file_type_resolver nlper.file_io.reader nlper.file_io.writer nlper.model.__init__ nlper.model.architecture nlper.model.model nlper.predictor.__init__ nlper.predictor.application nlper.text_cleaner.__init__ nlper.text_cleaner.application nlper.trainer.__init__ nlper.trainer.application nlper.trainer.data_loader nlper.utils.clean_utils nlper.utils.config_utils nlper.utils.dataframe_utils nlper.utils.lang_utils nlper.utils.time_utils nlper.utils.torch_utils nlper.utils.train_test_splitter nlper.utils.train_utils nlper.utils.trim_utils

N

nlper.dataframe_cleaner.__init__ module nlper.dataframe_cleaner.application module nlper.dataframe_cleaner.cleaner module nlper.dataframe_cleaner.reducer module nlper.dataframe_cleaner.trimmer module nlper.exceptions module nlper.file_io.__init__ module nlper.file_io.dataframe_reader module nlper.file_io.dataframe_writer module nlper.file_io.file_type_resolver module nlper.file_io.reader module nlper.file_io.writer module nlper.model.__init__ module nlper.model.architecture module nlper.model.model module nlper.predictor.__init__ module

nlper.predictor.application module nlper.text_cleaner.__init__ module nlper.text_cleaner.application module nlper.trainer.__init__ module nlper.trainer.application module nlper.trainer.data_loader module nlper.utils.clean_utils module nlper.utils.config_utils module nlper.utils.dataframe_utils module nlper.utils.lang_utils module nlper.utils.time_utils module nlper.utils.torch_utils module nlper.utils.train_test_splitter module nlper.utils.train_utils module nlper.utils.trim_utils module NLPerException

O

open_file() (nlper.file_io.reader.Reader method)

organize_columns() (nlper.dataframe_cleaner.reducer.Reducer method) OutputColumns (class in nlper.utils.dataframe_utils)

P

PickleWriter (class in nlper.file_io.writer) predict() (nlper.model.model.Model method) (nlper.predictor.application.Application method) prepare_and_save_vocab() (nlper.trainer.application.Application method)

prepare_fields() (nlper.trainer.data_loader.DataLoader method) prepare_model() (nlper.predictor.application.Application method) (nlper.trainer.application.Application method) prepare_text() (nlper.predictor.application.Application method) prepare_vocab() (nlper.predictor.application.Application method)

R

read_config() (in module nlper.utils.config_utils) read_file() (nlper.utils.train_test_splitter.TrainTestSplitter method) read_files() (nlper.dataframe_cleaner.application.Application method) read_json_lines_files() (nlper.file_io.dataframe_reader.FileReader method) Reader (class in nlper.file_io.reader) reduce_dataframe() (nlper.dataframe_cleaner.reducer.Reducer method) reduce_dataframes() (nlper.dataframe_cleaner.application.Application method) Reducer (class in nlper.dataframe_cleaner.reducer) remove_below_lower_length_limit() (nlper.dataframe_cleaner.trimmer.Trimmer method) remove_characters_and_hide_numbers() (nlper.text_cleaner.application.Application method) remove_characters_for_column() (nlper.dataframe_cleaner.cleaner.Cleaner static method) remove_characters_for_dataframe() (nlper.dataframe_cleaner.cleaner.Cleaner method)

remove_characters_for_text() (nlper.utils.clean_utils.CleanUtils static method) remove_duplicates_in_lead_and_text_columns() (nlper.dataframe_cleaner.reducer.Reducer method) remove_empty_rows() (nlper.utils.dataframe_utils.DataFrameUtils static method) remove_hmtl_elements() (nlper.utils.clean_utils.CleanUtils static method) remove_non_text_characters() (nlper.utils.clean_utils.CleanUtils static method) remove_special_characters() (nlper.utils.clean_utils.CleanUtils static method) remove_text_below_lower_length_threshold() (nlper.utils.trim_utils.TrimUtils static method) resolve_output_format_type_and_save() (nlper.file_io.dataframe_writer.FileWriter method) run() (nlper.dataframe_cleaner.application.Application method) (nlper.predictor.application.Application method) (nlper.text_cleaner.application.Application method) (nlper.trainer.application.Application method) (nlper.utils.train_test_splitter.TrainTestSplitter method)

S

save_data() (nlper.utils.train_test_splitter.TrainTestSplitter method) save_dataframe() (nlper.file_io.dataframe_writer.FileWriter method) save_dataframes() (nlper.file_io.dataframe_writer.FileWriter method) save_file() (nlper.file_io.dataframe_writer.FileWriter method) save_loss() (nlper.trainer.application.Application method) save_model() (nlper.model.model.Model method) (nlper.trainer.application.Application method) score() (nlper.model.architecture.BahdanauAttention method)

Seq2Seq (class in nlper.model.architecture) set_config_from_filepath() (nlper.utils.train_test_splitter.TrainTestSplitter method) set_language() (nlper.trainer.data_loader.DataLoader method) set_language_model() (nlper.utils.lang_utils.LangUtils method) set_vocab_from_field() (nlper.utils.lang_utils.VocabConfig method) set_vocab_from_file() (nlper.utils.lang_utils.VocabConfig method) show_loss() (nlper.model.model.Model method) show_rouge_and_attention_matrix() (nlper.model.model.Model method) split_data() (nlper.utils.train_test_splitter.TrainTestSplitter method)

T

text_from_indices() (nlper.utils.lang_utils.VocabConfig method) TextReader (class in nlper.file_io.reader) timeit() (in module nlper.utils.time_utils) to_gpu() (in module nlper.utils.torch_utils) Token (class in nlper.utils.lang_utils) tokenize_text() (nlper.utils.lang_utils.LangUtils method) train() (nlper.model.model.Model method) (nlper.trainer.application.Application method) TrainTestSplitter (class in nlper.utils.train_test_splitter)

trim_dataframe() (nlper.dataframe_cleaner.trimmer.Trimmer method) trim_dataframes() (nlper.dataframe_cleaner.application.Application method) trim_sentences() (nlper.utils.trim_utils.TrimUtils static method) trim_text_for_column() (nlper.dataframe_cleaner.trimmer.Trimmer static method) trim_text_for_dataframe() (nlper.dataframe_cleaner.trimmer.Trimmer method) trim_text_to_upper_length_threshold() (nlper.utils.trim_utils.TrimUtils method) trim_to_upper_length_limit() (nlper.dataframe_cleaner.trimmer.Trimmer method) Trimmer (class in nlper.dataframe_cleaner.trimmer) TrimUtils (class in nlper.utils.trim_utils)

U

unify_dataframe_content() (nlper.dataframe_cleaner.reducer.Reducer method)

UnsupportedFileTypeException

V

VocabConfig (class in nlper.utils.lang_utils)

W

write() (nlper.file_io.writer.Writer method)

Writer (class in nlper.file_io.writer)