Yann N. Dauphin ynd

## equi.py
import numpy
import theano
from theano import tensor as T
from theano.sandbox import rng_mrg


class EquiSGD(object):
    """Equilibrated SGD (eSGD).

    Parameters

## rbm.py
"""
Code for training RBMs with contrastive divergence. Tries to be as
quick and memory-efficient as possible while utilizing only pure Python
and NumPy.
"""

# Copyright (c) 2009, David Warde-Farley
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
	import numpy
	import theano
	from theano import tensor as T
	from theano.sandbox import rng_mrg


	class EquiSGD(object):
	"""Equilibrated SGD (eSGD).

	Parameters
	"""
	Code for training RBMs with contrastive divergence. Tries to be as
	quick and memory-efficient as possible while utilizing only pure Python
	and NumPy.
	"""

	# Copyright (c) 2009, David Warde-Farley
	# All rights reserved.
	#
	# Redistribution and use in source and binary forms, with or without