def test_dag_condition_bottom():
"""
Test test of conditioning an upper node on a lower one
"""
with RandomStreams(234) as _:
mu = normal(10, .1)
x = normal(mu, sigma=1)
post_mu = rv.condition([mu], {x: -7})
theano.printing.debugprint(post_mu)
f = theano.function([], post_mu)
f()
def test_dag_condition_bottom():
"""
Test test of conditioning an upper node on a lower one
"""
with RandomStreams(234) as _:
mu = normal(10, .1)
x = normal(mu, sigma=1)
post_mu = rv.condition([mu], {x: -7})
theano.printing.debugprint(post_mu)
f = theano.function([], post_mu)
f()
def test_dag_condition_top():
"""
Easy test of conditioning
"""
with RandomStreams(234) as _:
mu = normal(10, .1)
x = normal(mu, sigma=1)
post_x = rv.condition([x], {mu: -7})
theano.printing.debugprint(post_x)
f = theano.function([], post_x)
r = [f() for i in range(10)]
assert numpy.allclose(numpy.mean(r), -7.4722755432)
def test_dag_condition_top():
"""
Easy test of conditioning
"""
with RandomStreams(234) as _:
mu = normal(10, .1)
x = normal(mu, sigma=1)
post_x = rv.condition([x], {mu: -7})
theano.printing.debugprint(post_x)
f = theano.function([], post_x)
r = [f() for i in range(10)]
assert numpy.allclose(numpy.mean(r), -7.4722755432)
