#!?/usr/bin/env?python
#?-*-?coding:?utf-8?-*-
#?vim:fenc=utf-8
#
#?Copyright???2016?Peng?Liu?
#
#?Distributed?under?terms?of?the?GNU?GPL3?license.

“““
This?file?implement?a?class?DBN.
“““

from?rbm_tf?import?RBM


class?DBN（object）:

????“““Docstring?for?DBN.?“““

????def?__init__（self?sizes?opts?X）:
????????“““TODO:?to?be?defined1.

????????:sizes:?TODO
????????:opts:?TODO

????????“““
????????self._sizes?=?sizes
????????self._opts?=?opts
????????self._X?=?X
????????self.rbm_list?=?[]
????????input_size?=?X.shape[1]
????????for?i?size?in?enumerate（self._sizes）:
????????????self.rbm_list.append（RBM（“rbm%d“?%?i?input_size?size?self._opts））
????????????input_size?=?size

????def?train（self）:
????????“““TODO:?Docstring?for?train.
????????:returns:?TODO

????????“““
????????X?=?self._X
????????for?rbm?in?self.rbm_list:
????????????rbm.train（X）
????????????X?=?rbm.rbmup（X）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2016-02-25?09:03??dbn_tf-master\
?????文件??????????44??2016-02-25?09:03??dbn_tf-master\.gitignore
?????文件?????????236??2016-02-25?09:03??dbn_tf-master\README.md
?????文件?????????910??2016-02-25?09:03??dbn_tf-master\dbn_tf.py
?????文件????????5730??2016-02-25?09:03??dbn_tf-master\input_data.py
?????文件????????4012??2016-02-25?09:03??dbn_tf-master\nn_tf.py
?????文件?????????868??2016-02-25?09:03??dbn_tf-master\opts.py
?????文件????????2329??2016-02-25?09:03??dbn_tf-master\rbm.py
?????文件????????2659??2016-02-25?09:03??dbn_tf-master\rbm_MNIST_test.py
?????文件????????6014??2016-02-25?09:03??dbn_tf-master\rbm_tf.py
?????文件?????????718??2016-02-25?09:03??dbn_tf-master\test.py
?????文件????????5097??2016-02-25?09:03??dbn_tf-master\util.py