def read_input_data(file_name):
dr = DataReader(file_name)
texts, scores = dr.read_data()
tk = Tokenizer()
tk.fit_on_texts(texts)
x = tk.texts_to_matrix(texts, mode='tfidf')
x = utils.matrix_to_input(x)
y = utils.scores_to_categorical(scores)
return x, y
def read_dataset(dataset_file):
dr = DataReader(dataset_file)
return dr.read_data()
