Functions — github.com/CodeREWorld/Multimodal-Sentiment-Analysis

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Functions20 in github.com/CodeREWorld/Multimodal-Sentiment-Analysis

⨍ Functions 20 ◇ Types & classes 1

↓ 4 callersFunctioncreateOneHot

(train_label, test_label)

↓ 2 callersFunctionbatch_iter

Generates a batch iterator for a dataset.

data_prep.py:82

↓ 2 callersFunctionget_raw_data

(data, classes)

data_prep.py:101

↓ 1 callersMethodBiGRU

(self, inputs, output_size, name, dropout_keep_rate)

↓ 1 callersMethod_build_model_op

↓ 1 callersMethod_initialize_optimizer

↓ 1 callersMethodattention

inputs_a = (b, 18, 100) inputs_b = (b, 100) :param inputs_a: :param inputs_b: :param attention_size:

↓ 1 callersFunctioncreateOneHotMosei2way

(train_label, test_label)

data_prep.py:56

↓ 1 callersFunctionget_iemocap_raw

data_prep.py:166

↓ 1 callersFunctionmain

create_data.py:18

↓ 1 callersFunctionmultimodal

(unimodal_activations, data, classes, attn_fusion=True, enable_attn_2=False, use_raw=True)

↓ 1 callersMethodself_attention

:param inputs_a: audio input (B, T, dim) :param inputs_v: video input (B, T, dim) :param inputs_t: text input (B, T, dim)

↓ 1 callersMethodself_attention_2

:param inputs_a: audio input (B, T, dim) :param inputs_v: video input (B, T, dim) :param inputs_t: text input (B, T, dim)

↓ 1 callersFunctionunimodal

(mode, data, classes)

(self, inputs, output_size, name, dropout_keep_rate)

(self, inputs, output_size, name, dropout_keep_rate)

(self, input_shape, lr, a_dim, v_dim, t_dim, emotions, attn_fusion=True, unimodal=False, enab

FunctioncreateOneHotMosei3way

(train_label, test_label)

data_prep.py:25

Functionget_raw_data_iemocap

(data, classes)

data_prep.py:272

Functionstr2bool