def test_rvs(self):
for low, high, q in [(0, 1, .1),
(-20, 4, 3),]:
qlu = qloguniform_gen(low, high, q)
tdb.check_ppf_ppf(qlu, ())
tdb.check_cdf_ppf(qlu, (), '')
try:
check_d_samples(qlu, n=10000)
except:
print low, high, q
raise
def test_2points(self):
low, high, q = (np.log(.05), np.log(.75), 0.5)
qlu = qloguniform_gen(low, high, q)
check_d_samples(qlu, n=10000)
def test_bigq(self):
low, high, q = (-20, 4, 3)
qlu = qloguniform_gen(low, high, q)
check_d_samples(qlu, n=10000)
def test_smallq(self):
low, high, q = (0, 1, .1)
qlu = qloguniform_gen(low, high, q)
check_d_samples(qlu, n=10000)
def logp(self, x, low, high, q):
return qloguniform_gen(low, high, q).logpmf(x)
def test_output_type_float(self):
assert float == type(qloguniform_gen(0, 10, 1.0).rvs())
def test_output_type_int(self):
result = qloguniform_gen(0, 10, 1).rvs()
assert int == type(result)