syhw

"""
A deep neural network with or w/o dropout in one file.

License: Do What The Fuck You Want to Public License http://www.wtfpl.net/
"""

import numpy, theano, sys, math
from theano import tensor as T
from theano import shared
from theano.tensor.shared_randomstreams import RandomStreams

gwtaylor

""" Theano CRBM implementation.

For details, see:
Taylor GW, Hinton GE, Roweis ST. Modeling Human Motion Using Binary Latent Variables. 
In: Advances in Neural Information Processing Systems 19. MIT Press; 2007. pp. 1345–1352.
Sample data:
https://uoguelphca-my.sharepoint.com/:u:/g/personal/gwtaylor_uoguelph_ca/EfJARkZuiX1JmwMKQxQqKJMBaMBUNOcF83FW_n9gk7OIbg?e=fnCjet
@author Graham Taylor"""

import numpy