def _(then):
if then:
qy.return_(-numpy.inf)
else:
qy.return_(a +
qy.log1p(qy.exp(qy.select(s, y_in, x_in) - a)))
def _(k):
posterior_pi = out.at(k).data.gep(0, 0)
normalized_pi = posterior_pi.load() - total_value
qy.exp(normalized_pi).store(posterior_pi)
def _(k):
responsibility = r_KN.at(k, n).data
qy.exp(responsibility.load() -
total_value).store(responsibility)
def _():
v0 = qy.exp(1.0)
@qy.python(v0)
def _(v0_py):
assert_equal(v0_py, math.e)
def _(k):
posterior_pi = out.at(k).data.gep(0, 0)
normalized_pi = posterior_pi.load() - total_value
qy.exp(normalized_pi).store(posterior_pi)
def _(then):
if then:
qy.return_(-numpy.inf)
else:
qy.return_(a + qy.log1p(qy.exp(qy.select(s, y_in, x_in) - a)))
def _(k):
responsibility = r_KN.at(k, n).data
qy.exp(responsibility.load() - total_value).store(responsibility)
