Index

A

add_valid_data() (gretel_synthetics.batch.Batch method)

as_dict() (gretel_synthetics.config.BaseConfig method) (gretel_synthetics.generate.gen_text method)

B

Base (class in gretel_synthetics.tokenizers) BaseConfig (class in gretel_synthetics.config) BaseGenerator (class in gretel_synthetics.generate) BaseTokenizer (class in gretel_synthetics.tokenizers) BaseTokenizerTrainer (class in gretel_synthetics.tokenizers)

Batch (class in gretel_synthetics.batch) batch_size (gretel_synthetics.batch.DataFrameBatch attribute) batch_to_df() (gretel_synthetics.batch.DataFrameBatch method) batches (gretel_synthetics.batch.DataFrameBatch attribute) batches_to_df() (gretel_synthetics.batch.DataFrameBatch method)

C

character_coverage (gretel_synthetics.tokenizers.SentencePieceTokenizerTrainer attribute) CharTokenizer (class in gretel_synthetics.tokenizers) CharTokenizerTrainer (class in gretel_synthetics.tokenizers) checkpoint_dir (gretel_synthetics.config.BaseConfig attribute) config (gretel_synthetics.batch.DataFrameBatch attribute) (gretel_synthetics.tokenizers.BaseTokenizerTrainer attribute)

config_from_model_dir() (in module gretel_synthetics.config) CONFIG_MAP (in module gretel_synthetics.config) create_annotated_training_data() (gretel_synthetics.tokenizers.BaseTokenizerTrainer method) create_training_data() (gretel_synthetics.batch.DataFrameBatch method)

D

DataFrameBatch (class in gretel_synthetics.batch)

decode_from_ids() (gretel_synthetics.tokenizers.BaseTokenizer method) delimiter (gretel_synthetics.generate.gen_text attribute)

E

encode_to_ids() (gretel_synthetics.tokenizers.BaseTokenizer method) epoch_callback (gretel_synthetics.config.BaseConfig attribute)

EpochState (class in gretel_synthetics.train) explain (gretel_synthetics.generate.gen_text attribute)

F

field_delimiter (gretel_synthetics.config.BaseConfig attribute)

field_delimiter_token (gretel_synthetics.config.BaseConfig attribute)

G

gen_text (class in gretel_synthetics.generate) generate_all_batch_lines() (gretel_synthetics.batch.DataFrameBatch method) generate_batch_lines() (gretel_synthetics.batch.DataFrameBatch method) generate_text() (in module gretel_synthetics.generate) GenerationSummary (class in gretel_synthetics.batch) GenText (class in gretel_synthetics.generate) get_generator_class() (gretel_synthetics.config.BaseConfig method) (gretel_synthetics.config.TensorFlowConfig method) get_training_callable() (gretel_synthetics.config.BaseConfig method) (gretel_synthetics.config.TensorFlowConfig method) get_validator() (gretel_synthetics.batch.Batch method)

gpu_check() (gretel_synthetics.config.BaseConfig method) (gretel_synthetics.config.TensorFlowConfig method) gretel_synthetics.batch module gretel_synthetics.config module gretel_synthetics.generate module gretel_synthetics.tokenizers module gretel_synthetics.train module

I

input_data_path (gretel_synthetics.config.BaseConfig attribute)

invalid_count (gretel_synthetics.batch.RecordFactory attribute)

L

load() (gretel_synthetics.tokenizers.BaseTokenizer class method) (gretel_synthetics.tokenizers.CharTokenizer class method) (gretel_synthetics.tokenizers.SentencePieceTokenizer class method)

load_validator_from_file() (gretel_synthetics.batch.Batch method) LocalConfig (in module gretel_synthetics.config)

M

master_header_list (gretel_synthetics.batch.DataFrameBatch attribute) max_invalid (gretel_synthetics.batch.RecordFactory attribute) max_line_line (gretel_synthetics.tokenizers.SentencePieceTokenizerTrainer attribute) max_lines (gretel_synthetics.config.BaseConfig attribute) model_type (gretel_synthetics.config.BaseConfig attribute)

module gretel_synthetics.batch gretel_synthetics.config gretel_synthetics.generate gretel_synthetics.tokenizers gretel_synthetics.train

N

num_lines (gretel_synthetics.batch.RecordFactory attribute) (gretel_synthetics.tokenizers.BaseTokenizerTrainer attribute)

O

original_headers (gretel_synthetics.batch.DataFrameBatch attribute)

overwrite (gretel_synthetics.config.BaseConfig attribute)

P

PredString (in module gretel_synthetics.generate)

pretrain_sentence_count (gretel_synthetics.tokenizers.SentencePieceTokenizerTrainer attribute)

R

RecordFactory (class in gretel_synthetics.batch)

reset_gen_data() (gretel_synthetics.batch.Batch method)

S

SeedingGenerator (class in gretel_synthetics.generate) SentencePieceTokenizer (class in gretel_synthetics.tokenizers) SentencePieceTokenizerTrainer (class in gretel_synthetics.tokenizers)

set_batch_validator() (gretel_synthetics.batch.DataFrameBatch method) set_validator() (gretel_synthetics.batch.Batch method) Settings (class in gretel_synthetics.generate) synthetic_df() (gretel_synthetics.batch.Batch property)

T

TensorFlowConfig (class in gretel_synthetics.config) text (gretel_synthetics.generate.gen_text attribute) tokenizer_from_model_dir() (in module gretel_synthetics.tokenizers) TokenizerError total_vocab_size() (gretel_synthetics.tokenizers.BaseTokenizer property) (gretel_synthetics.tokenizers.CharTokenizer property) (gretel_synthetics.tokenizers.SentencePieceTokenizer property)

train() (gretel_synthetics.tokenizers.BaseTokenizerTrainer method) (in module gretel_synthetics.train) train_all_batches() (gretel_synthetics.batch.DataFrameBatch method) train_batch() (gretel_synthetics.batch.DataFrameBatch method) train_rnn() (in module gretel_synthetics.train) training_data_iter() (gretel_synthetics.tokenizers.BaseTokenizerTrainer method) training_data_path (gretel_synthetics.config.BaseConfig attribute) TrainingParams (class in gretel_synthetics.train)

V

valid (gretel_synthetics.generate.gen_text attribute) valid_count (gretel_synthetics.batch.RecordFactory attribute) validator (gretel_synthetics.batch.RecordFactory attribute)

values_as_list() (gretel_synthetics.generate.gen_text method) vocab_size (gretel_synthetics.tokenizers.BaseTokenizerTrainer attribute) (gretel_synthetics.tokenizers.SentencePieceTokenizerTrainer attribute)