nebula.core.models.sentiment140.rnn

Classes

SentimentModelRNN

Abstract class for the NEBULA model.

Module Contents

class nebula.core.models.sentiment140.rnn.SentimentModelRNN(input_channels=3, num_classes=10, learning_rate=0.001, metrics=None, confusion_matrix=None, seed=None)

Bases: nebula.core.models.nebulamodel.NebulaModel

Abstract class for the NEBULA model.

This class is an abstract class that defines the interface for the NEBULA model.

config

example_input_array

learning_rate

embedding_dim = 300

hidden_dim = 256

n_layers = 1

bidirectional = True

output_dim

encoder

fc

dropout

criterion

l1

l2

l3

epoch_global_number

forward(x)

Forward pass of the model.

configure_optimizers()

Optimizer configuration.