Index

A

add_boolean_answer() (in module melusine.prepare_email.manage_transfer_reply) add_boolean_transfer() (in module melusine.prepare_email.manage_transfer_reply) apply_by_multiprocessing() (in module melusine.utils.multiprocessing)

apply_df() (in module melusine.utils.multiprocessing) apply_dict() (melusine.utils.transformer_scheduler.TransformerScheduler static method) apply_pandas() (melusine.utils.transformer_scheduler.TransformerScheduler static method) apply_pandas_multiprocessing() (melusine.utils.transformer_scheduler.TransformerScheduler static method)

B

bert_model() (in module melusine.models.neural_architectures)

build_historic() (in module melusine.prepare_email.build_historic)

C

check_mail_begin_by_transfer() (in module melusine.prepare_email.manage_transfer_reply) clean_body() (in module melusine.prepare_email.cleaning) clean_header() (in module melusine.prepare_email.cleaning)

clean_text() (in module melusine.prepare_email.cleaning) cnn_model() (in module melusine.models.neural_architectures) config_deprecation_warnings() (in module melusine.config.config) copy() (melusine.config.config.MelusineConfig method)

D

date_formatting() (melusine.prepare_email.metadata_engineering.MetaDate method)

DeterministicEmojiFlagger (class in melusine.nlp_tools.emoji_flagger) Dummifier (class in melusine.prepare_email.metadata_engineering)

E

Embedding (class in melusine.nlp_tools.embedding) encode_extension() (melusine.prepare_email.metadata_engineering.MetaExtension static method) encode_type() (melusine.prepare_email.metadata_engineering.MetaAttachmentType static method)

extract_body() (in module melusine.prepare_email.body_header_extraction) extract_header() (in module melusine.prepare_email.body_header_extraction) extract_last_body() (in module melusine.prepare_email.body_header_extraction)

F

FILENAME (melusine.nlp_tools.emoji_flagger.DeterministicEmojiFlagger attribute) (melusine.nlp_tools.phraser.Phraser attribute) (melusine.nlp_tools.tokenizer.RegexTokenizer attribute) fit() (melusine.models.train.NeuralModel method) (melusine.nlp_tools.emoji_flagger.DeterministicEmojiFlagger method) (melusine.nlp_tools.phraser.Phraser method) (melusine.nlp_tools.tokenizer.Tokenizer method) (melusine.prepare_email.metadata_engineering.Dummifier method) (melusine.prepare_email.metadata_engineering.MetaAttachmentType method) (melusine.prepare_email.metadata_engineering.MetaDate method) (melusine.prepare_email.metadata_engineering.MetaExtension method) (melusine.summarizer.keywords_generator.KeywordsGenerator method) (melusine.utils.transformer_scheduler.TransformerScheduler method)

flag_items() (in module melusine.prepare_email.cleaning)

G

get_attachment_type() (melusine.prepare_email.metadata_engineering.MetaAttachmentType static method) get_dayofweek() (melusine.prepare_email.metadata_engineering.MetaDate static method) get_extension() (melusine.prepare_email.metadata_engineering.MetaExtension static method) get_hour() (melusine.prepare_email.metadata_engineering.MetaDate static method)

get_keywords() (melusine.summarizer.keywords_generator.KeywordsGenerator method) get_min() (melusine.prepare_email.metadata_engineering.MetaDate static method) get_top_attachment_type() (melusine.prepare_email.metadata_engineering.MetaAttachmentType static method) get_top_extension() (melusine.prepare_email.metadata_engineering.MetaExtension static method)

H

has_key() (melusine.config.config.MelusineConfig method)

I

is_only_typo() (in module melusine.prepare_email.build_historic)

items() (melusine.config.config.MelusineConfig method)

K

keys() (melusine.config.config.MelusineConfig method)

KeywordsGenerator (class in melusine.summarizer.keywords_generator)

L

load() (melusine.nlp_tools.embedding.Embedding method) load_conf_from_path() (in module melusine.config.config)

load_melusine_conf() (melusine.config.config.MelusineConfig method) load_nn_model() (melusine.models.train.NeuralModel method)

M

melusine.config.config module melusine.models.neural_architectures module melusine.models.train module melusine.nlp_tools.embedding module melusine.nlp_tools.emoji_flagger module melusine.nlp_tools.phraser module melusine.nlp_tools.tokenizer module melusine.prepare_email.body_header_extraction module melusine.prepare_email.build_historic module melusine.prepare_email.cleaning module melusine.prepare_email.mail_segmenting module melusine.prepare_email.manage_transfer_reply module melusine.prepare_email.metadata_engineering module melusine.summarizer.keywords_generator module

melusine.utils.multiprocessing module melusine.utils.printer module melusine.utils.transformer_scheduler module MelusineConfig (class in melusine.config.config) MetaAttachmentType (class in melusine.prepare_email.metadata_engineering) MetaDate (class in melusine.prepare_email.metadata_engineering) MetaExtension (class in melusine.prepare_email.metadata_engineering) module melusine.config.config melusine.models.neural_architectures melusine.models.train melusine.nlp_tools.embedding melusine.nlp_tools.emoji_flagger melusine.nlp_tools.phraser melusine.nlp_tools.tokenizer melusine.prepare_email.body_header_extraction melusine.prepare_email.build_historic melusine.prepare_email.cleaning melusine.prepare_email.mail_segmenting melusine.prepare_email.manage_transfer_reply melusine.prepare_email.metadata_engineering melusine.summarizer.keywords_generator melusine.utils.multiprocessing melusine.utils.printer melusine.utils.transformer_scheduler

N

NeuralModel (class in melusine.models.train)

P

Phraser (class in melusine.nlp_tools.phraser) PHRASER_FILENAME (melusine.nlp_tools.phraser.Phraser attribute) predict() (melusine.models.train.NeuralModel method)

predict_proba() (melusine.models.train.NeuralModel method) prepare_email_to_predict() (melusine.models.train.NeuralModel method) print_color() (in module melusine.utils.printer) print_color_mail() (in module melusine.utils.printer)

R

RegexTokenizer (class in melusine.nlp_tools.tokenizer) remove_accents() (in module melusine.prepare_email.cleaning) remove_apostrophe() (in module melusine.prepare_email.cleaning) remove_line_break() (in module melusine.prepare_email.cleaning)

remove_multiple_spaces_and_strip_text() (in module melusine.prepare_email.cleaning) remove_superior_symbol() (in module melusine.prepare_email.cleaning) remove_transfer_answer_header() (in module melusine.prepare_email.cleaning) resample_docs() (melusine.summarizer.keywords_generator.KeywordsGenerator method) rnn_model() (in module melusine.models.neural_architectures)

S

save() (melusine.nlp_tools.embedding.Embedding method) save_nn_model() (melusine.models.train.NeuralModel method) split_message_to_sentences() (in module melusine.prepare_email.mail_segmenting)

structure_email() (in module melusine.prepare_email.mail_segmenting) structure_message() (in module melusine.prepare_email.mail_segmenting) structure_meta() (in module melusine.prepare_email.mail_segmenting) switch_config() (in module melusine.config.config)

T

tag() (in module melusine.prepare_email.mail_segmenting) tag_parts_message() (in module melusine.prepare_email.mail_segmenting) tag_sentence() (in module melusine.prepare_email.mail_segmenting) tag_signature() (in module melusine.prepare_email.mail_segmenting) text_to_lowercase() (in module melusine.prepare_email.cleaning) tokenize() (melusine.nlp_tools.tokenizer.RegexTokenizer method) Tokenizer (class in melusine.nlp_tools.tokenizer) tokens_to_indices() (melusine.models.train.NeuralModel method) train() (melusine.nlp_tools.embedding.Embedding method) train_word2vec() (melusine.nlp_tools.embedding.Embedding method)

transform() (melusine.nlp_tools.emoji_flagger.DeterministicEmojiFlagger method) (melusine.nlp_tools.phraser.Phraser method) (melusine.nlp_tools.tokenizer.Tokenizer method) (melusine.prepare_email.metadata_engineering.Dummifier method) (melusine.prepare_email.metadata_engineering.MetaAttachmentType method) (melusine.prepare_email.metadata_engineering.MetaDate method) (melusine.prepare_email.metadata_engineering.MetaExtension method) (melusine.summarizer.keywords_generator.KeywordsGenerator method) (melusine.utils.transformer_scheduler.TransformerScheduler method) transformers_model() (in module melusine.models.neural_architectures) TransformerScheduler (class in melusine.utils.transformer_scheduler)

U

update_info_for_transfer_mail() (in module melusine.prepare_email.manage_transfer_reply)

update_nested_dict() (in module melusine.config.config)

V

values() (melusine.config.config.MelusineConfig method)