Index

A

AudioCollator (class in mamkit.data.collators)

AudioOnlyModel (class in mamkit.models.audio)

B

BiLSTM (class in mamkit.models.audio) (class in mamkit.models.text) (class in mamkit.models.text_audio)

C

ClassSubsetMulticlassF1Score (class in mamkit.utility.metrics) CollatorComponent (class in mamkit.data.collators) compute() (mamkit.utility.metrics.ClassSubsetMulticlassF1Score method) concat() (mamkit.modules.transformer.CustomMultiHeadAttention method) configure_optimizers() (mamkit.utility.model.MAMKitLightingModel method)

CSA (class in mamkit.models.text_audio) CustomEncoder (class in mamkit.modules.transformer) CustomEncoderLayer (class in mamkit.modules.transformer) CustomMultiHeadAttention (class in mamkit.modules.transformer) CustomScaleDotProductAttention (class in mamkit.modules.transformer)

D

digit_version() (in module mamkit)

download() (in module mamkit.utility.data)

E

encode_audio() (mamkit.models.audio.PairBiLSTM method) (mamkit.models.audio.PairTransformerEncoder method) (mamkit.models.text_audio.PairEnsemble method) encode_input() (mamkit.models.text_audio.PairBiLSTM method) encode_inputs() (mamkit.models.text_audio.PairCSA method) (mamkit.models.text_audio.PairMMTransformer method) (mamkit.models.text_audio.PairMulTA method)

encode_text() (mamkit.models.text.PairTransformer method) (mamkit.models.text_audio.PairEnsemble method) Ensemble (class in mamkit.models.text_audio)

F

forward() (mamkit.models.audio.AudioOnlyModel method) (mamkit.models.audio.BiLSTM method) (mamkit.models.audio.PairBiLSTM method) (mamkit.models.audio.PairTransformerEncoder method) (mamkit.models.audio.TransformerEncoder method) (mamkit.models.text.BiLSTM method) (mamkit.models.text.PairBiLSTM method) (mamkit.models.text.PairTransformer method) (mamkit.models.text.TextOnlyModel method) (mamkit.models.text.Transformer method) (mamkit.models.text_audio.BiLSTM method) (mamkit.models.text_audio.CSA method) (mamkit.models.text_audio.Ensemble method) (mamkit.models.text_audio.MMTransformer method) (mamkit.models.text_audio.MulTA method) (mamkit.models.text_audio.PairBiLSTM method) (mamkit.models.text_audio.PairCSA method) (mamkit.models.text_audio.PairEnsemble method) (mamkit.models.text_audio.PairMMTransformer method) (mamkit.models.text_audio.PairMulTA method) (mamkit.models.text_audio.TextAudioModel method) (mamkit.modules.rnn.LSTMStack method) (mamkit.modules.transformer.CustomEncoder method) (mamkit.modules.transformer.CustomEncoderLayer method) (mamkit.modules.transformer.CustomMultiHeadAttention method) (mamkit.modules.transformer.CustomScaleDotProductAttention method) (mamkit.modules.transformer.LayerNorm method) (mamkit.modules.transformer.MulTA_CrossAttentionBlock method) (mamkit.modules.transformer.PositionalEncoding method) (mamkit.modules.transformer.PositionwiseFeedForward method) (mamkit.utility.model.MAMKitLightingModel method)

I

init_predict_tqdm() (mamkit.utility.callbacks.PycharmProgressBar method)

init_test_tqdm() (mamkit.utility.callbacks.PycharmProgressBar method) init_validation_tqdm() (mamkit.utility.callbacks.PycharmProgressBar method)

L

LayerNorm (class in mamkit.modules.transformer)

LSTMStack (class in mamkit.modules.rnn)

M

mamkit module mamkit.configs module mamkit.data module mamkit.data.collators module mamkit.models module mamkit.models.audio module mamkit.models.text module mamkit.models.text_audio module mamkit.modules module mamkit.modules.rnn module mamkit.modules.transformer module mamkit.utility module mamkit.utility.callbacks module mamkit.utility.data module

mamkit.utility.metrics module mamkit.utility.model module mamkit.version module MAMKitLightingModel (class in mamkit.utility.model) MMTransformer (class in mamkit.models.text_audio) module mamkit mamkit.configs mamkit.data mamkit.data.collators mamkit.models mamkit.models.audio mamkit.models.text mamkit.models.text_audio mamkit.modules mamkit.modules.rnn mamkit.modules.transformer mamkit.utility mamkit.utility.callbacks mamkit.utility.data mamkit.utility.metrics mamkit.utility.model mamkit.version MulTA (class in mamkit.models.text_audio) MulTA_CrossAttentionBlock (class in mamkit.modules.transformer) MultimodalCollator (class in mamkit.data.collators)

O

on_test_epoch_end() (mamkit.utility.model.MAMKitLightingModel method)

on_validation_epoch_end() (mamkit.utility.model.MAMKitLightingModel method)

P

PairAudioCollator (class in mamkit.data.collators) PairBiLSTM (class in mamkit.models.audio) (class in mamkit.models.text) (class in mamkit.models.text_audio) PairCollatorComponent (class in mamkit.data.collators) PairCSA (class in mamkit.models.text_audio) PairEnsemble (class in mamkit.models.text_audio) PairMMTransformer (class in mamkit.models.text_audio) PairMulTA (class in mamkit.models.text_audio) PairMultimodalCollator (class in mamkit.data.collators)

PairTextCollator (class in mamkit.data.collators) PairTextTransformerCollator (class in mamkit.data.collators) PairTextTransformerOutputCollator (class in mamkit.data.collators) PairTransformer (class in mamkit.models.text) PairTransformerEncoder (class in mamkit.models.audio) PairUnimodalCollator (class in mamkit.data.collators) parse_version_info() (in module mamkit.version) PositionalEncoding (class in mamkit.modules.transformer) PositionwiseFeedForward (class in mamkit.modules.transformer) PycharmProgressBar (class in mamkit.utility.callbacks)

S

split() (mamkit.modules.transformer.CustomMultiHeadAttention method)

T

test_step() (mamkit.utility.model.MAMKitLightingModel method) TextAudioModel (class in mamkit.models.text_audio) TextCollator (class in mamkit.data.collators) TextOnlyModel (class in mamkit.models.text) TextTransformerCollator (class in mamkit.data.collators) TextTransformerOutputCollator (class in mamkit.data.collators) training (mamkit.models.audio.AudioOnlyModel attribute) (mamkit.models.audio.BiLSTM attribute) (mamkit.models.audio.PairBiLSTM attribute) (mamkit.models.audio.PairTransformerEncoder attribute) (mamkit.models.audio.TransformerEncoder attribute) (mamkit.models.text.BiLSTM attribute) (mamkit.models.text.PairBiLSTM attribute) (mamkit.models.text.PairTransformer attribute) (mamkit.models.text.TextOnlyModel attribute) (mamkit.models.text.Transformer attribute) (mamkit.models.text_audio.BiLSTM attribute) (mamkit.models.text_audio.CSA attribute) (mamkit.models.text_audio.Ensemble attribute) (mamkit.models.text_audio.MMTransformer attribute) (mamkit.models.text_audio.MulTA attribute) (mamkit.models.text_audio.PairBiLSTM attribute) (mamkit.models.text_audio.PairCSA attribute) (mamkit.models.text_audio.PairEnsemble attribute) (mamkit.models.text_audio.PairMMTransformer attribute) (mamkit.models.text_audio.PairMulTA attribute) (mamkit.models.text_audio.TextAudioModel attribute) (mamkit.modules.rnn.LSTMStack attribute) (mamkit.modules.transformer.CustomEncoder attribute) (mamkit.modules.transformer.CustomEncoderLayer attribute) (mamkit.modules.transformer.CustomMultiHeadAttention attribute) (mamkit.modules.transformer.CustomScaleDotProductAttention attribute) (mamkit.modules.transformer.LayerNorm attribute) (mamkit.modules.transformer.MulTA_CrossAttentionBlock attribute) (mamkit.modules.transformer.PositionalEncoding attribute) (mamkit.modules.transformer.PositionwiseFeedForward attribute)

training_step() (mamkit.utility.model.MAMKitLightingModel method) Transformer (class in mamkit.models.text) TransformerEncoder (class in mamkit.models.audio)

U

UnimodalCollator (class in mamkit.data.collators)

V

validation_step() (mamkit.utility.model.MAMKitLightingModel method)

Y

youtube_download() (in module mamkit.utility.data)