Thomas Wiecki twiecki

## simplegibbs_cython.pyx
'''
Gibbs sampler for function:

f(x,y) = x x^2 \exp(-xy^2 - y^2 + 2y - 4x)

using conditional distributions:

x|y \sim Gamma(3, y^2 +4)
y|x \sim Normal(\frac{1}{1+x}, \frac{1}{2(1+x)})
'''

## fastdm_cdf.pyx
#!/usr/bin/python
# Cython wrapper for the fast-dm code by Voss & Voss
# (C) by Thomas Wiecki (thomas_wiecki@brown.edu), 2010
# GPLv2 or later.

from __future__ import division
import numpy as np
cimport numpy as np

cimport cython
	'''
	Gibbs sampler for function:

	f(x,y) = x x^2 \exp(-xy^2 - y^2 + 2y - 4x)

	using conditional distributions:

	x\|y \sim Gamma(3, y^2 +4)
	y\|x \sim Normal(\frac{1}{1+x}, \frac{1}{2(1+x)})
	'''
	#!/usr/bin/python
	# Cython wrapper for the fast-dm code by Voss & Voss
	# (C) by Thomas Wiecki (thomas_wiecki@brown.edu), 2010
	# GPLv2 or later.

	from __future__ import division
	import numpy as np
	cimport numpy as np

	cimport cython