#?-*-?coding:?utf-8?-*-
“““
Created?on?Sat?Apr?21?12:05:28?2018

@author:?Administrator
“““

import?numpy?as?np
from?keras.models?import?Sequential
from?keras.layers?import?Dense
from?keras.optimizers?import?SGD
from?keras?import?regularizers
from?sklearn.neural_network?import?BernoulliRBM
import?matplotlib.pyplot?as?plt

class?DBN（）:
????def?__init__（
????????????self
????????????x_train
????????????y_train
????????????x_test
????????????y_test
????????????hidden_layer
????????????learning_rate_rbm=0.0001
????????????batch_size_rbm=100
????????????n_epochs_rbm=30
????????????verbose_rbm=1
????????????random_seed_rbm=1300
????????????activation_function_nn=‘relu‘
????????????learning_rate_nn=0.005
????????????batch_size_nn=100
????????????n_epochs_nn=10
????????????verbose_nn=1
????????????decay_rate=0）:

????????????self.x_train?=?x_train
????????????self.y_train?=?y_train
????????????self.x_test?=?x_test
????????????self.y_test?=?