#    This file was created by
#    MATLAB Deep Learning Toolbox Converter for TensorFlow Models.
#    13-Aug-2025 21:15:39

import tensorflow as tf
from tensorflow import keras
from tensorflow.keras import layers

def create_model():
    input = keras.Input(shape=(None,1894))
    input_lstm_input = input
    lstm = layers.LSTM(128, name='lstm_', activation='tanh', recurrent_activation='sigmoid', return_sequences=False, return_state=False)(input_lstm_input)
    fc = layers.Dense(1894, name="fc_")(lstm)
    softmax = layers.Softmax()(fc)

    model = keras.Model(inputs=[input], outputs=[softmax])
    return model