Exemplo n.º 1
0
    def __createAD__(self):
        # construct ensemble layer
        for map in self.v:
            params = AE.dA_params(n_visible=len(map),
                                  n_hidden=0,
                                  lr=self.lr,
                                  corruption_level=0,
                                  gracePeriod=0,
                                  hiddenRatio=self.hr)
            self.ensembleLayer.append(AE.dA(params))

        # construct output layer
        params = AE.dA_params(len(self.v),
                              n_hidden=0,
                              lr=self.lr,
                              corruption_level=0,
                              gracePeriod=0,
                              hiddenRatio=self.hr)
        self.outputLayer = AE.dA(params)


# Copyright (c) 2017 Yisroel Mirsky
#
# MIT License
#
# Permission is hereby granted, free of charge, to any person obtaining
# a copy of this software and associated documentation files (the
# "Software"), to deal in the Software without restriction, including
# without limitation the rights to use, copy, modify, merge, publish,
# distribute, sublicense, and/or sell copies of the Software, and to
# permit persons to whom the Software is furnished to do so, subject to
# the following conditions:
#
# The above copyright notice and this permission notice shall be
# included in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
# LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
# OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Exemplo n.º 2
0
    def __createAD__(self):
        # construct ensemble layer
        for map in self.v:
            params = AE.dA_params(n_visible=len(map),
                                  n_hidden=0,
                                  lr=self.lr,
                                  corruption_level=0,
                                  gracePeriod=0,
                                  hiddenRatio=self.hr)
            self.ensembleLayer.append(AE.dA(params))

        # construct output layer
        params = AE.dA_params(len(self.v),
                              n_hidden=0,
                              lr=self.lr,
                              corruption_level=0,
                              gracePeriod=0,
                              hiddenRatio=self.hr)
        self.outputLayer = AE.dA(params)