Eben Olson ebenolson

ebenolson / conv_deconv_vae.py

Last active August 29, 2015 14:20 — forked from kastnerkyle/conv_deconv_vae.py

	# Alec Radford, Indico, Kyle Kastner
	# License: MIT
	"""
	Convolutional VAE in a single file.
	Bringing in code from IndicoDataSolutions and Alec Radford (NewMu)
	Additionally converted to use default conv2d interface instead of explicit cuDNN
	"""
	import theano
	import theano.tensor as T
	from theano.compat.python2x import OrderedDict

ebenolson / MNIST contrastive.ipynb

Created March 29, 2015 14:39

MNIST contrastive

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ebenolson / draw_net.py

Created March 27, 2015 23:01

Functions to draw Lasagne networks with graphviz, like Caffe's draw_net.py

	"""
	Functions to create network diagrams from a list of Layers.

	Examples:

	Draw a minimal diagram to a pdf file:
	layers = lasagne.layers.get_all_layers(output_layer)
	draw_to_file(layers, 'network.pdf', output_shape=False)

	Draw a verbose diagram in an IPython notebook:

ebenolson / dnn.py

Created August 12, 2014 13:23 — forked from syhw/dnn.py

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

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