def make_bananas():
for step in ['H-RAM', 'Hit-and-Run', 'AdaptiveMetropolis', 'Metropolis']:
for b in [0., .03, .1]:
for dim in [2, 4, 8]:
print step, b, dim
m = banana(b=b, dim=dim, step=step)
graphics.visualize_steps(m, 'banana_b_%.2f_dim_%d_%s.avi' % (b, dim, step), step)
def make_bananas():
for step in ['H-RAM', 'Hit-and-Run', 'AdaptiveMetropolis', 'Metropolis']:
for b in [0., .03, .1]:
for dim in [2, 4, 8]:
print step, b, dim
m = banana(b=b, dim=dim, step=step)
graphics.visualize_steps(
m, 'banana_b_%.2f_dim_%d_%s.avi' % (b, dim, step), step)
def make_examples():
for step in ['Hit-and-Run', 'AdaptiveMetropolis', 'Metropolis']:
for model in [x_diagonal, diagonal, uniform]:
print step, model.__name__
m = model(step)
graphics.visualize_steps(m,
'%s_%s.avi' % (model.__name__, step[0]),
step)
def make_examples():
for step in ['Hit-and-Run', 'AdaptiveMetropolis', 'Metropolis']:
for model in [x_diagonal, diagonal, uniform]:
print step, model.__name__
m = model(step)
graphics.visualize_steps(m, '%s_%s.avi' % (model.__name__, step[0]), step)
