instantiate.py

#define hyperparameters
size_of_vocab = len(TEXT.vocab)
embedding_dim = 100
num_hidden_nodes = 32
num_output_nodes = 1
num_layers = 2
bidirection = True
dropout = 0.2

#instantiate the model
model = classifier(size_of_vocab, embedding_dim, num_hidden_nodes,num_output_nodes, num_layers, 
                   bidirectional = True, dropout = dropout)