Index

A

ADAM() (botiverse.models.NN.NN.NeuralNet method) (in module botiverse.models.NN.NN) ans_len_bin_width (botiverse.Theorizer.squad.utils.InfoConfig attribute) ans_len_max_val (botiverse.Theorizer.squad.utils.InfoConfig attribute) ans_len_min_val (botiverse.Theorizer.squad.utils.InfoConfig attribute) ans_limit (botiverse.Theorizer.squad.utils.InfoConfig attribute) answer_bio_ids (botiverse.Theorizer.squad.sample_data.AnswerSample attribute) answer_length (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) answer_ner_tag (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) (botiverse.Theorizer.squad.sample_data.AnswerSample attribute) answer_pos_tag (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) (botiverse.Theorizer.squad.sample_data.AnswerSample attribute)

answer_start (botiverse.Theorizer.squad.squad_example.SquadExample attribute) (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute) answer_text (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) (botiverse.Theorizer.squad.sample_data.AnswerSample attribute) (botiverse.Theorizer.squad.squad_example.SquadExample attribute) (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute) AnswerSample (class in botiverse.Theorizer.squad.sample_data) attention_mask (botiverse.Theorizer.model.dataloader.SquadGPT2Example attribute) AttentionModule (class in botiverse.models.T5Model.T5Model) AverageMeter (class in botiverse.models.TRIPPY.utils)

B

backprop() (botiverse.models.NN.NN.NeuralNet method) (in module botiverse.models.NN.NN) BasicBot (class in botiverse.bots.BasicBot.BasicBot) BasicGRU (class in botiverse.models.GRUClassifier.GRUClassifier) BasicTaskBot (class in botiverse.bots.BasicTaskBot.BasicTaskBot) batchify() (in module botiverse.models.NN.utils) Bert (class in botiverse.models.BERT.BERT) BERTConfig (class in botiverse.models.BERT.config) BertEmbedder (class in botiverse.preprocessors.BertEmbeddings.BertEmbeddings) BertSentenceEmbedder (class in botiverse.preprocessors.BertEmbeddings.BertEmbeddings) botiverse module botiverse.bots module botiverse.bots.BasicBot module botiverse.bots.BasicBot.BasicBot module botiverse.bots.BasicTaskBot module botiverse.bots.BasicTaskBot.BasicTaskBot module botiverse.bots.BasicTaskBot.utils module botiverse.bots.ConverseBot module botiverse.bots.ConverseBot.ConverseBot module botiverse.bots.TaskBot module botiverse.bots.TaskBot.TaskBot module botiverse.bots.TaskBot.utils module botiverse.bots.VoiceBot module botiverse.bots.VoiceBot.SpeechClassifier module botiverse.bots.VoiceBot.utils module botiverse.bots.VoiceBot.VoiceBot module botiverse.bots.WhizBot module botiverse.bots.WhizBot.WhizBot module botiverse.bots.WhizBot.WhizBot_BERT module botiverse.bots.WhizBot.WhizBot_GRU module botiverse.models module botiverse.models.BERT module botiverse.models.BERT.BERT module botiverse.models.BERT.config module botiverse.models.BERT.utils module botiverse.models.FastSpeech1 module botiverse.models.FastSpeech1.FastSpeech module botiverse.models.GRUClassifier module botiverse.models.GRUClassifier.GRUClassifier module botiverse.models.LinearClassifier module botiverse.models.LinearClassifier.LinearClassifier module botiverse.models.LSTM module botiverse.models.LSTM.LSTM module botiverse.models.NN module botiverse.models.NN.NN module botiverse.models.NN.utils module botiverse.models.SVM module botiverse.models.SVM.SVM module botiverse.models.T5Model module botiverse.models.T5Model.T5Model module botiverse.models.TRIPPY module

botiverse.models.TRIPPY.config module botiverse.models.TRIPPY.data module botiverse.models.TRIPPY.evaluate module botiverse.models.TRIPPY.infer module botiverse.models.TRIPPY.run module botiverse.models.TRIPPY.train module botiverse.models.TRIPPY.TRIPPY module botiverse.models.TRIPPY.TRIPPY_DST module botiverse.models.TRIPPY.utils module botiverse.preprocessors module botiverse.preprocessors.BertEmbeddings module botiverse.preprocessors.BertEmbeddings.BertEmbeddings module botiverse.preprocessors.BoW module botiverse.preprocessors.BoW.BoW module botiverse.preprocessors.Frequency module botiverse.preprocessors.Frequency.Frequency module botiverse.preprocessors.GloVe module botiverse.preprocessors.GloVe.GloVe module botiverse.preprocessors.Special module botiverse.preprocessors.Special.ConverseBot_Preprocessor module botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor module botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor module botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor module botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor module botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor module botiverse.preprocessors.TF_IDF module botiverse.preprocessors.TF_IDF.TF_IDF module botiverse.preprocessors.TF_IDF_GLOVE module botiverse.preprocessors.TF_IDF_GLOVE.TF_IDF_GLOVE module botiverse.preprocessors.Vocalize module botiverse.preprocessors.Vocalize.Vocalize module botiverse.preprocessors.Wav2Vec module botiverse.preprocessors.Wav2Vec.Wav2Vec module botiverse.Theorizer module botiverse.Theorizer.constants module botiverse.Theorizer.generate module botiverse.Theorizer.model module botiverse.Theorizer.model.dataloader module botiverse.Theorizer.model.finetuned_model module botiverse.Theorizer.model.utils module botiverse.Theorizer.squad module botiverse.Theorizer.squad.info_extractor module botiverse.Theorizer.squad.sample_data module botiverse.Theorizer.squad.squad_example module botiverse.Theorizer.squad.utils module BoW (class in botiverse.preprocessors.BoW.BoW) build_table() (botiverse.models.FastSpeech1.FastSpeech.SinusoidEncodingTable method)

C

calculate_probability_distribution() (in module botiverse.Theorizer.squad.squad_example) char_ed (botiverse.Theorizer.squad.sample_data.AnswerSample attribute) char_st (botiverse.Theorizer.squad.sample_data.AnswerSample attribute) chunks() (in module botiverse.Theorizer.squad.info_extractor) clean_string() (botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor.ConverseBot_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor method) closest_sentence() (botiverse.preprocessors.BertEmbeddings.BertEmbeddings.BertEmbedder method) (botiverse.preprocessors.BertEmbeddings.BertEmbeddings.BertSentenceEmbedder method) clue_answer_dep_path_len (botiverse.Theorizer.squad.info_extractor.ClueInfo attribute) clue_binary_ids (botiverse.Theorizer.squad.sample_data.ClueSample attribute) clue_chunk (botiverse.Theorizer.squad.info_extractor.ClueInfo attribute) clue_dep_dist_bin_width (botiverse.Theorizer.squad.utils.InfoConfig attribute) clue_dep_dist_max_val (botiverse.Theorizer.squad.utils.InfoConfig attribute) clue_dep_dist_min_val (botiverse.Theorizer.squad.utils.InfoConfig attribute) clue_info (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) clue_length (botiverse.Theorizer.squad.info_extractor.ClueInfo attribute) clue_ner_tag (botiverse.Theorizer.squad.info_extractor.ClueInfo attribute) clue_pos_tag (botiverse.Theorizer.squad.info_extractor.ClueInfo attribute) clue_start (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute)

clue_text (botiverse.Theorizer.squad.sample_data.ClueSample attribute) (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute) ClueInfo (class in botiverse.Theorizer.squad.info_extractor) ClueSample (class in botiverse.Theorizer.squad.sample_data) compute_bias() (botiverse.models.T5Model.T5Model.AttentionModule method) context_text (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) (botiverse.Theorizer.squad.squad_example.SquadExample attribute) (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute) Conv1DNet (class in botiverse.models.FastSpeech1.FastSpeech) ConverseBot (class in botiverse.bots.ConverseBot.ConverseBot) ConverseBot_Preprocessor (class in botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor) corrupt_dataset() (botiverse.preprocessors.Vocalize.Vocalize.Vocalize static method) create_data() (in module botiverse.models.TRIPPY.data) create_inputs() (in module botiverse.models.TRIPPY.data) create_labels() (in module botiverse.models.TRIPPY.data) create_process_squad_examples() (in module botiverse.Theorizer.squad.squad_example) create_slot_span() (in module botiverse.models.TRIPPY.data) create_span_output() (in module botiverse.models.TRIPPY.utils) create_squad_example_with_info() (in module botiverse.Theorizer.squad.squad_example) CrossAttentionModule (class in botiverse.models.T5Model.T5Model)

D

DataInstance (class in botiverse.models.TRIPPY.utils) Dataset (class in botiverse.models.TRIPPY.data) decode_tokens() (botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor.ConverseBot_Preprocessor method) DecoderBlock (class in botiverse.models.T5Model.T5Model) DecoderModule (class in botiverse.models.T5Model.T5Model)

delete_slots() (botiverse.bots.TaskBot.TaskBot.TaskBot method) (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method) Dencoder (class in botiverse.models.FastSpeech1.FastSpeech) DenseGatedActDenseModule (class in botiverse.models.T5Model.T5Model) DurationPredictor (class in botiverse.models.FastSpeech1.FastSpeech)

E

ed (botiverse.Theorizer.squad.sample_data.AnswerSample attribute) embed() (botiverse.preprocessors.BertEmbeddings.BertEmbeddings.BertEmbedder method) (botiverse.preprocessors.BertEmbeddings.BertEmbeddings.BertSentenceEmbedder method) embed_tokens() (botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor method) Embeddings (class in botiverse.models.BERT.BERT) EncoderBlock (class in botiverse.models.T5Model.T5Model) EncoderLayer (class in botiverse.models.BERT.BERT) EncoderModule (class in botiverse.models.T5Model.T5Model) eval() (in module botiverse.models.TRIPPY.evaluate)

evaluate() (botiverse.models.LSTM.LSTM.LSTMClassifier method) (botiverse.models.NN.NN.NeuralNet method) (botiverse.models.SVM.SVM.SVM method) (in module botiverse.models.NN.NN) (in module botiverse.models.SVM.SVM) Example() (in module botiverse.models.BERT.utils) extract_clue() (in module botiverse.Theorizer.squad.info_extractor) extract_clue_and_question_info() (in module botiverse.Theorizer.squad.info_extractor) extract_question_type_and_id() (in module botiverse.Theorizer.squad.info_extractor)

F

FastSpeech (class in botiverse.models.FastSpeech1.FastSpeech) feedforward() (botiverse.models.NN.NN.NeuralNet method) (in module botiverse.models.NN.NN) FFModule (class in botiverse.models.T5Model.T5Model) FFTBlock (class in botiverse.models.FastSpeech1.FastSpeech) find_token_spans_in_text() (in module botiverse.Theorizer.squad.utils) fit() (botiverse.bots.VoiceBot.SpeechClassifier.SpeechClassifier method) (botiverse.models.LSTM.LSTM.LSTMClassifier method) (botiverse.models.NN.NN.NeuralNet method) (botiverse.models.SVM.SVM.SVM method) (in module botiverse.models.NN.NN) (in module botiverse.models.SVM.SVM) fix_slot_list() (in module botiverse.models.TRIPPY.data) forward() (botiverse.models.BERT.BERT.Bert method) (botiverse.models.BERT.BERT.Embeddings method) (botiverse.models.BERT.BERT.EncoderLayer method) (botiverse.models.BERT.BERT.MultiHeadAttention method) (botiverse.models.BERT.BERT.PositionWiseFeedForward method) (botiverse.models.FastSpeech1.FastSpeech.Conv1DNet method) (botiverse.models.FastSpeech1.FastSpeech.Dencoder method) (botiverse.models.FastSpeech1.FastSpeech.DurationPredictor method) (botiverse.models.FastSpeech1.FastSpeech.FastSpeech method) (botiverse.models.FastSpeech1.FastSpeech.FFTBlock method) (botiverse.models.FastSpeech1.FastSpeech.LengthRegulator method) (botiverse.models.FastSpeech1.FastSpeech.MultiHeadAttention method) (botiverse.models.GRUClassifier.GRUClassifier.BasicGRU method) (botiverse.models.GRUClassifier.GRUClassifier.GRUTextClassifier method) (botiverse.models.LinearClassifier.LinearClassifier.LinearClassifier method) (botiverse.models.LSTM.LSTM.LSTMCell method) (botiverse.models.LSTM.LSTM.LSTMClassifier method) (botiverse.models.LSTM.LSTM.LSTMX method) (botiverse.models.T5Model.T5Model.AttentionModule method) (botiverse.models.T5Model.T5Model.CrossAttentionModule method) (botiverse.models.T5Model.T5Model.DecoderBlock method) (botiverse.models.T5Model.T5Model.DecoderModule method) (botiverse.models.T5Model.T5Model.DenseGatedActDenseModule method) (botiverse.models.T5Model.T5Model.EncoderBlock method) (botiverse.models.T5Model.T5Model.EncoderModule method) (botiverse.models.T5Model.T5Model.FFModule method) (botiverse.models.T5Model.T5Model.LayerNormModule method) (botiverse.models.T5Model.T5Model.NewGELUActivation method) (botiverse.models.T5Model.T5Model.SelfAttentionModule method) (botiverse.models.T5Model.T5Model.T5Model method) (botiverse.models.TRIPPY.TRIPPY.TRIPPY method) (botiverse.Theorizer.model.finetuned_model.MyGPT2LMHeadModel method)

Frequency (class in botiverse.preprocessors.Frequency.Frequency) from_dict_to_squad_processed_example() (in module botiverse.Theorizer.model.dataloader)

G

generate() (botiverse.bots.BasicTaskBot.utils.TemplateBasedNLG method) (botiverse.bots.TaskBot.utils.TemplateBasedNLG method) (botiverse.models.T5Model.T5Model.T5Model method) (in module botiverse.Theorizer.generate) generate_read_data() (botiverse.bots.VoiceBot.SpeechClassifier.SpeechClassifier method) get_action() (botiverse.bots.BasicTaskBot.utils.RandomDP method) (botiverse.bots.TaskBot.utils.PriorityDP method) (botiverse.bots.TaskBot.utils.RandomDP method) get_dependency_paths() (in module botiverse.Theorizer.squad.info_extractor) get_dialogue_state() (botiverse.bots.BasicTaskBot.BasicTaskBot.BasicTaskBot method) (botiverse.bots.BasicTaskBot.utils.MostRecentDST method) (botiverse.bots.TaskBot.TaskBot.TaskBot method) (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method)

get_domain() (botiverse.bots.BasicTaskBot.utils.RuleBasedNLU method) get_informed_value() (in module botiverse.models.TRIPPY.evaluate) get_output_embeddings() (botiverse.Theorizer.model.finetuned_model.MyGPT2LMHeadModel method) get_overlap_position() (in module botiverse.Theorizer.model.utils) get_refered_slot() (in module botiverse.models.TRIPPY.data) get_slot_fillers() (botiverse.bots.BasicTaskBot.utils.RuleBasedNLU method) get_templates() (botiverse.bots.TaskBot.utils.TemplateBasedNLG method) get_templates_slots() (botiverse.bots.TaskBot.utils.TemplateBasedNLG method) GloVe (class in botiverse.preprocessors.GloVe.GloVe) GRUTextClassifier (class in botiverse.models.GRUClassifier.GRUClassifier)

I

included_with_label_maps() (in module botiverse.models.TRIPPY.utils) infer() (botiverse.bots.BasicBot.BasicBot.BasicBot method) (botiverse.bots.BasicTaskBot.BasicTaskBot.BasicTaskBot method) (botiverse.bots.ConverseBot.ConverseBot.ConverseBot method) (botiverse.bots.TaskBot.TaskBot.TaskBot method) (botiverse.bots.WhizBot.WhizBot.WhizBot method) (botiverse.bots.WhizBot.WhizBot_BERT.WhizBot_BERT method) (botiverse.bots.WhizBot.WhizBot_GRU.WhizBot_GRU method) (in module botiverse.models.TRIPPY.infer)

infer_with_state() (botiverse.bots.TaskBot.TaskBot.TaskBot method) InfoConfig (class in botiverse.Theorizer.squad.utils) initHidden() (botiverse.models.GRUClassifier.GRUClassifier.BasicGRU method) input_ids (botiverse.Theorizer.model.dataloader.SquadGPT2Example attribute) is_all_slots_filled() (botiverse.bots.BasicTaskBot.utils.MostRecentDST method) (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method) is_clue_topN (botiverse.Theorizer.squad.utils.InfoConfig attribute) is_included() (in module botiverse.models.TRIPPY.utils) is_informed() (in module botiverse.models.TRIPPY.data)

K

kernel_funs (botiverse.models.SVM.SVM.SVM attribute)

L

LayerNormModule (class in botiverse.models.T5Model.T5Model) LengthRegulator (class in botiverse.models.FastSpeech1.FastSpeech) linear() (botiverse.models.SVM.SVM.SVM method) LinearClassifier (class in botiverse.models.LinearClassifier.LinearClassifier) lm_labels (botiverse.Theorizer.model.dataloader.SquadGPT2Example attribute) load() (botiverse.bots.BasicBot.BasicBot.BasicBot method) (botiverse.bots.ConverseBot.ConverseBot.ConverseBot method) (botiverse.bots.VoiceBot.SpeechClassifier.SpeechClassifier method) (botiverse.bots.WhizBot.WhizBot.WhizBot method) (botiverse.bots.WhizBot.WhizBot_BERT.WhizBot_BERT method) (botiverse.bots.WhizBot.WhizBot_GRU.WhizBot_GRU method) (botiverse.models.LSTM.LSTM.LSTMClassifier method) (botiverse.models.NN.NN.NeuralNet method) (in module botiverse.models.NN.NN)

load_dst_model() (botiverse.bots.TaskBot.TaskBot.TaskBot method) load_glove_vectors() (botiverse.preprocessors.GloVe.GloVe.GloVe method) load_model() (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method) LoadPretrainedWeights() (in module botiverse.models.BERT.utils) LSTMCell (class in botiverse.models.LSTM.LSTM) LSTMClassifier (class in botiverse.models.LSTM.LSTM) LSTMX (class in botiverse.models.LSTM.LSTM)

M

make_dataset() (botiverse.preprocessors.Vocalize.Vocalize.Vocalize method) mask_utterance() (in module botiverse.models.TRIPPY.utils) match_spans() (in module botiverse.Theorizer.squad.utils) match_with_label_maps() (in module botiverse.models.TRIPPY.utils) max_sample_times (botiverse.Theorizer.squad.utils.InfoConfig attribute) module botiverse botiverse.bots botiverse.bots.BasicBot botiverse.bots.BasicBot.BasicBot botiverse.bots.BasicTaskBot botiverse.bots.BasicTaskBot.BasicTaskBot botiverse.bots.BasicTaskBot.utils botiverse.bots.ConverseBot botiverse.bots.ConverseBot.ConverseBot botiverse.bots.TaskBot botiverse.bots.TaskBot.TaskBot botiverse.bots.TaskBot.utils botiverse.bots.VoiceBot botiverse.bots.VoiceBot.SpeechClassifier botiverse.bots.VoiceBot.utils botiverse.bots.VoiceBot.VoiceBot botiverse.bots.WhizBot botiverse.bots.WhizBot.WhizBot botiverse.bots.WhizBot.WhizBot_BERT botiverse.bots.WhizBot.WhizBot_GRU botiverse.models botiverse.models.BERT botiverse.models.BERT.BERT botiverse.models.BERT.config botiverse.models.BERT.utils botiverse.models.FastSpeech1 botiverse.models.FastSpeech1.FastSpeech botiverse.models.GRUClassifier botiverse.models.GRUClassifier.GRUClassifier botiverse.models.LinearClassifier botiverse.models.LinearClassifier.LinearClassifier botiverse.models.LSTM botiverse.models.LSTM.LSTM botiverse.models.NN botiverse.models.NN.NN botiverse.models.NN.utils botiverse.models.SVM botiverse.models.SVM.SVM botiverse.models.T5Model botiverse.models.T5Model.T5Model botiverse.models.TRIPPY botiverse.models.TRIPPY.config botiverse.models.TRIPPY.data botiverse.models.TRIPPY.evaluate botiverse.models.TRIPPY.infer botiverse.models.TRIPPY.run botiverse.models.TRIPPY.train botiverse.models.TRIPPY.TRIPPY botiverse.models.TRIPPY.TRIPPY_DST botiverse.models.TRIPPY.utils botiverse.preprocessors botiverse.preprocessors.BertEmbeddings botiverse.preprocessors.BertEmbeddings.BertEmbeddings botiverse.preprocessors.BoW botiverse.preprocessors.BoW.BoW botiverse.preprocessors.Frequency botiverse.preprocessors.Frequency.Frequency botiverse.preprocessors.GloVe botiverse.preprocessors.GloVe.GloVe botiverse.preprocessors.Special botiverse.preprocessors.Special.ConverseBot_Preprocessor botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor botiverse.preprocessors.TF_IDF botiverse.preprocessors.TF_IDF.TF_IDF botiverse.preprocessors.TF_IDF_GLOVE botiverse.preprocessors.TF_IDF_GLOVE.TF_IDF_GLOVE botiverse.preprocessors.Vocalize botiverse.preprocessors.Vocalize.Vocalize botiverse.preprocessors.Wav2Vec botiverse.preprocessors.Wav2Vec.Wav2Vec botiverse.Theorizer botiverse.Theorizer.constants botiverse.Theorizer.generate botiverse.Theorizer.model botiverse.Theorizer.model.dataloader botiverse.Theorizer.model.finetuned_model botiverse.Theorizer.model.utils botiverse.Theorizer.squad botiverse.Theorizer.squad.info_extractor botiverse.Theorizer.squad.sample_data botiverse.Theorizer.squad.squad_example botiverse.Theorizer.squad.utils

MostRecentDST (class in botiverse.bots.BasicTaskBot.utils) multi_fit() (botiverse.models.SVM.SVM.SVM method) (in module botiverse.models.SVM.SVM) multi_predict() (botiverse.models.SVM.SVM.SVM method) (in module botiverse.models.SVM.SVM) MultiHeadAttention (class in botiverse.models.BERT.BERT) (class in botiverse.models.FastSpeech1.FastSpeech) MyGPT2LMHeadModel (class in botiverse.Theorizer.model.finetuned_model)

N

NeuralNet (class in botiverse.models.NN.NN) NewGELUActivation (class in botiverse.models.T5Model.T5Model) NNClass() (in module botiverse.models.NN.NN) normalize() (in module botiverse.models.TRIPPY.utils) (in module botiverse.Theorizer.squad.utils)

normalize_text() (in module botiverse.models.TRIPPY.utils) normalize_time() (in module botiverse.models.TRIPPY.utils) num_sample_answer (botiverse.Theorizer.squad.utils.InfoConfig attribute) num_sample_clue (botiverse.Theorizer.squad.utils.InfoConfig attribute) num_sample_style (botiverse.Theorizer.squad.utils.InfoConfig attribute)

O

oper_loss_fn() (in module botiverse.models.TRIPPY.train)

P

pad_dataset() (in module botiverse.Theorizer.model.utils) pad_sequence() (botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor method) padded_selected_clue_binary_ids (botiverse.Theorizer.squad.info_extractor.ClueInfo attribute) para_id (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute) pipeline() (in module botiverse.Theorizer.squad.squad_example) polynomial() (botiverse.models.SVM.SVM.SVM method) PositionWiseFeedForward (class in botiverse.models.BERT.BERT) predict() (botiverse.bots.VoiceBot.SpeechClassifier.SpeechClassifier method) (botiverse.models.LSTM.LSTM.LSTMClassifier method) (botiverse.models.NN.NN.NeuralNet method) (botiverse.models.SVM.SVM.SVM method) (in module botiverse.models.NN.NN) (in module botiverse.models.SVM.SVM)

prepare_and_pad_squad_data_for_gpt2() (in module botiverse.Theorizer.model.dataloader) prepare_data() (in module botiverse.models.TRIPPY.data) prepare_inputs_for_generation() (botiverse.Theorizer.model.finetuned_model.MyGPT2LMHeadModel method) prepare_squad_data_for_gpt2() (in module botiverse.Theorizer.model.dataloader) prepare_squad_for_gpt2() (in module botiverse.Theorizer.model.dataloader) PriorityDP (class in botiverse.bots.TaskBot.utils) process() (botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor.ConverseBot_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor method) process_string() (botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor.ConverseBot_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor method)

Q

ques_limit (botiverse.Theorizer.squad.utils.InfoConfig attribute) question_text (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) (botiverse.Theorizer.squad.squad_example.SquadExample attribute) (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute)

question_type (botiverse.Theorizer.squad.info_extractor.SquadAugmentedExample attribute) (botiverse.Theorizer.squad.squad_example.SquadProcessedExample attribute)

R

RandomDP (class in botiverse.bots.BasicTaskBot.utils) (class in botiverse.bots.TaskBot.utils) RawDataInstance (class in botiverse.models.TRIPPY.utils) rbf() (botiverse.models.SVM.SVM.SVM method) read_cached_processed_examples() (in module botiverse.Theorizer.model.dataloader) read_data() (botiverse.bots.BasicBot.BasicBot.BasicBot method) (botiverse.bots.BasicTaskBot.BasicTaskBot.BasicTaskBot method) (botiverse.bots.ConverseBot.ConverseBot.ConverseBot method) (botiverse.bots.TaskBot.TaskBot.TaskBot method) (botiverse.bots.WhizBot.WhizBot.WhizBot method) (botiverse.bots.WhizBot.WhizBot_BERT.WhizBot_BERT method) (botiverse.bots.WhizBot.WhizBot_GRU.WhizBot_GRU method)

read_raw_data() (in module botiverse.models.TRIPPY.data) read_sample_probs() (in module botiverse.Theorizer.squad.sample_data) read_squad_examples() (in module botiverse.Theorizer.squad.squad_example) refer_loss_fn() (in module botiverse.models.TRIPPY.train) relative_positional_encoding() (botiverse.models.T5Model.T5Model.AttentionModule method) reset() (botiverse.bots.BasicTaskBot.BasicTaskBot.BasicTaskBot method) (botiverse.bots.BasicTaskBot.utils.MostRecentDST method) (botiverse.bots.TaskBot.TaskBot.TaskBot method) (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method) (botiverse.models.TRIPPY.utils.AverageMeter method) RuleBasedNLU (class in botiverse.bots.BasicTaskBot.utils) run() (in module botiverse.models.TRIPPY.run)

S

save() (botiverse.bots.BasicBot.BasicBot.BasicBot method) (botiverse.bots.ConverseBot.ConverseBot.ConverseBot method) (botiverse.bots.VoiceBot.SpeechClassifier.SpeechClassifier method) (botiverse.bots.WhizBot.WhizBot.WhizBot method) (botiverse.bots.WhizBot.WhizBot_BERT.WhizBot_BERT method) (botiverse.bots.WhizBot.WhizBot_GRU.WhizBot_GRU method) (botiverse.models.LSTM.LSTM.LSTMClassifier method) (botiverse.models.NN.NN.NeuralNet method) (in module botiverse.models.NN.NN) save_model() (botiverse.bots.TaskBot.TaskBot.TaskBot method) (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method) select() (in module botiverse.Theorizer.squad.sample_data) select_answers() (in module botiverse.Theorizer.squad.sample_data) select_clues() (in module botiverse.Theorizer.squad.sample_data) select_questions() (in module botiverse.Theorizer.squad.sample_data) select_with_default_sampel_probs() (in module botiverse.Theorizer.squad.sample_data) SelfAttentionModule (class in botiverse.models.T5Model.T5Model) sent_limit (botiverse.Theorizer.squad.utils.InfoConfig attribute) set_output_embeddings() (botiverse.Theorizer.model.finetuned_model.MyGPT2LMHeadModel method)

SGD() (botiverse.models.NN.NN.NeuralNet method) (in module botiverse.models.NN.NN) simulate_call() (botiverse.bots.VoiceBot.VoiceBot.VoiceBot method) SinusoidEncodingTable (class in botiverse.models.FastSpeech1.FastSpeech) SpacyDoc (class in botiverse.Theorizer.squad.utils) SpacyToken (class in botiverse.Theorizer.squad.utils) span_loss_fn() (in module botiverse.models.TRIPPY.train) speak() (botiverse.models.FastSpeech1.FastSpeech.TTS method) SpeechClassifier (class in botiverse.bots.VoiceBot.SpeechClassifier) split_data() (in module botiverse.models.NN.utils) SquadAugmentedExample (class in botiverse.Theorizer.squad.info_extractor) SquadExample (class in botiverse.Theorizer.squad.squad_example) SquadGPT2Example (class in botiverse.Theorizer.model.dataloader) SquadProcessedExample (class in botiverse.Theorizer.squad.squad_example) st (botiverse.Theorizer.squad.sample_data.AnswerSample attribute) str_find() (in module botiverse.Theorizer.squad.utils) suggest() (botiverse.bots.TaskBot.TaskBot.TaskBot method) SVM (class in botiverse.models.SVM.SVM) SVMClass() (in module botiverse.models.SVM.SVM)

T

T5Model (class in botiverse.models.T5Model.T5Model) TaskBot (class in botiverse.bots.TaskBot.TaskBot) TemplateBasedNLG (class in botiverse.bots.BasicTaskBot.utils) (class in botiverse.bots.TaskBot.utils) test() (in module botiverse.Theorizer.squad.sample_data) test_chunks() (in module botiverse.Theorizer.squad.info_extractor) test_extract_clue() (in module botiverse.Theorizer.squad.info_extractor) test_extract_clue_and_question_info() (in module botiverse.Theorizer.squad.info_extractor) test_extract_question_type() (in module botiverse.Theorizer.squad.info_extractor) test_find_token_spans_in_text() (in module botiverse.Theorizer.squad.utils) test_getdataset() (in module botiverse.Theorizer.model.dataloader) test_match_spans() (in module botiverse.Theorizer.squad.utils) test_tokenizer() (in module botiverse.Theorizer.model.dataloader) TF_IDF (class in botiverse.preprocessors.TF_IDF.TF_IDF) TF_IDF_GLOVE (class in botiverse.preprocessors.TF_IDF_GLOVE.TF_IDF_GLOVE) token_to_char_indices() (in module botiverse.Theorizer.squad.utils) token_type_ids (botiverse.Theorizer.model.dataloader.SquadGPT2Example attribute) tokenize_string() (botiverse.preprocessors.Special.ConverseBot_Preprocessor.ConverseBot_Preprocessor.ConverseBot_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor method) (botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor method) train() (botiverse.bots.BasicBot.BasicBot.BasicBot method) (botiverse.bots.BasicTaskBot.BasicTaskBot.BasicTaskBot method) (botiverse.bots.ConverseBot.ConverseBot.ConverseBot method) (botiverse.bots.TaskBot.TaskBot.TaskBot method) (botiverse.bots.WhizBot.WhizBot.WhizBot method) (botiverse.bots.WhizBot.WhizBot_BERT.WhizBot_BERT method) (botiverse.bots.WhizBot.WhizBot_GRU.WhizBot_GRU method) (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method) (in module botiverse.models.TRIPPY.train) training (botiverse.models.BERT.BERT.Bert attribute) (botiverse.models.BERT.BERT.Embeddings attribute) (botiverse.models.BERT.BERT.EncoderLayer attribute) (botiverse.models.BERT.BERT.MultiHeadAttention attribute) (botiverse.models.BERT.BERT.PositionWiseFeedForward attribute) (botiverse.models.FastSpeech1.FastSpeech.Conv1DNet attribute) (botiverse.models.FastSpeech1.FastSpeech.Dencoder attribute) (botiverse.models.FastSpeech1.FastSpeech.DurationPredictor attribute) (botiverse.models.FastSpeech1.FastSpeech.FastSpeech attribute) (botiverse.models.FastSpeech1.FastSpeech.FFTBlock attribute) (botiverse.models.FastSpeech1.FastSpeech.LengthRegulator attribute) (botiverse.models.FastSpeech1.FastSpeech.MultiHeadAttention attribute) (botiverse.models.GRUClassifier.GRUClassifier.BasicGRU attribute) (botiverse.models.GRUClassifier.GRUClassifier.GRUTextClassifier attribute) (botiverse.models.LinearClassifier.LinearClassifier.LinearClassifier attribute) (botiverse.models.LSTM.LSTM.LSTMCell attribute) (botiverse.models.LSTM.LSTM.LSTMClassifier attribute) (botiverse.models.LSTM.LSTM.LSTMX attribute) (botiverse.models.T5Model.T5Model.AttentionModule attribute) (botiverse.models.T5Model.T5Model.CrossAttentionModule attribute) (botiverse.models.T5Model.T5Model.DecoderBlock attribute) (botiverse.models.T5Model.T5Model.DecoderModule attribute) (botiverse.models.T5Model.T5Model.DenseGatedActDenseModule attribute) (botiverse.models.T5Model.T5Model.EncoderBlock attribute) (botiverse.models.T5Model.T5Model.EncoderModule attribute) (botiverse.models.T5Model.T5Model.FFModule attribute) (botiverse.models.T5Model.T5Model.LayerNormModule attribute) (botiverse.models.T5Model.T5Model.NewGELUActivation attribute) (botiverse.models.T5Model.T5Model.SelfAttentionModule attribute) (botiverse.models.T5Model.T5Model.T5Model attribute) (botiverse.models.TRIPPY.TRIPPY.TRIPPY attribute) (botiverse.Theorizer.model.finetuned_model.MyGPT2LMHeadModel attribute)

transcribe() (botiverse.preprocessors.Wav2Vec.Wav2Vec.Wav2Text method) transform() (botiverse.preprocessors.BoW.BoW.BoW method) (botiverse.preprocessors.Frequency.Frequency.Frequency method) (botiverse.preprocessors.GloVe.GloVe.GloVe method) (botiverse.preprocessors.TF_IDF.TF_IDF.TF_IDF method) (botiverse.preprocessors.TF_IDF_GLOVE.TF_IDF_GLOVE.TF_IDF_GLOVE method) (botiverse.preprocessors.Wav2Vec.Wav2Vec.Wav2Vec method) transform_list() (botiverse.preprocessors.BoW.BoW.BoW method) (botiverse.preprocessors.Frequency.Frequency.Frequency method) (botiverse.preprocessors.GloVe.GloVe.GloVe method) (botiverse.preprocessors.TF_IDF.TF_IDF.TF_IDF method) (botiverse.preprocessors.TF_IDF_GLOVE.TF_IDF_GLOVE.TF_IDF_GLOVE method) (botiverse.preprocessors.Wav2Vec.Wav2Vec.Wav2Vec method) TRIPPY (class in botiverse.models.TRIPPY.TRIPPY) TRIPPYConfig (class in botiverse.models.TRIPPY.config) TRIPPYDST (class in botiverse.models.TRIPPY.TRIPPY_DST) TTS (class in botiverse.models.FastSpeech1.FastSpeech)

U

update() (botiverse.models.TRIPPY.utils.AverageMeter method)

update_state() (botiverse.bots.BasicTaskBot.utils.MostRecentDST method) (botiverse.models.TRIPPY.TRIPPY_DST.TRIPPYDST method)

V

validation() (botiverse.bots.ConverseBot.ConverseBot.ConverseBot method) (botiverse.bots.WhizBot.WhizBot.WhizBot method) (botiverse.bots.WhizBot.WhizBot_BERT.WhizBot_BERT method) (botiverse.bots.WhizBot.WhizBot_GRU.WhizBot_GRU method)

value_to_bin() (in module botiverse.Theorizer.squad.utils) Vocalize (class in botiverse.preprocessors.Vocalize.Vocalize) voice_input() (in module botiverse.bots.VoiceBot.utils) VoiceBot (class in botiverse.bots.VoiceBot.VoiceBot)

W

Wav2Text (class in botiverse.preprocessors.Wav2Vec.Wav2Vec) Wav2Vec (class in botiverse.preprocessors.Wav2Vec.Wav2Vec) weighted_sample() (in module botiverse.Theorizer.squad.utils) WhizBot (class in botiverse.bots.WhizBot.WhizBot)

WhizBot_BERT (class in botiverse.bots.WhizBot.WhizBot_BERT) WhizBot_BERT_Preprocessor (class in botiverse.preprocessors.Special.WhizBot_BERT_Preprocessor.WhizBot_BERT_Preprocessor) WhizBot_GRU (class in botiverse.bots.WhizBot.WhizBot_GRU) WhizBot_GRU_Preprocessor (class in botiverse.preprocessors.Special.WhizBot_GRU_Preprocessor.WhizBot_GRU_Preprocessor)