本文整理汇总了Python中numpy.signbit方法的典型用法代码示例。如果您正苦于以下问题：Python numpy.signbit方法的具体用法？Python numpy.signbit怎么用？Python numpy.signbit使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类numpy的用法示例。
在下文中一共展示了numpy.signbit方法的10个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: test_float
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def test_float(self):
# offset for alignment test
for i in range(4):
assert_array_equal(self.f[i:] > 0, self.ef[i:])
assert_array_equal(self.f[i:] - 1 >= 0, self.ef[i:])
assert_array_equal(self.f[i:] == 0, ~self.ef[i:])
assert_array_equal(-self.f[i:] < 0, self.ef[i:])
assert_array_equal(-self.f[i:] + 1 <= 0, self.ef[i:])
r = self.f[i:] != 0
assert_array_equal(r, self.ef[i:])
r2 = self.f[i:] != np.zeros_like(self.f[i:])
r3 = 0 != self.f[i:]
assert_array_equal(r, r2)
assert_array_equal(r, r3)
# check bool == 0x1
assert_array_equal(r.view(np.int8), r.astype(np.int8))
assert_array_equal(r2.view(np.int8), r2.astype(np.int8))
assert_array_equal(r3.view(np.int8), r3.astype(np.int8))
# isnan on amd64 takes the same code path
assert_array_equal(np.isnan(self.nf[i:]), self.ef[i:])
assert_array_equal(np.isfinite(self.nf[i:]), ~self.ef[i:])
assert_array_equal(np.isfinite(self.inff[i:]), ~self.ef[i:])
assert_array_equal(np.isinf(self.inff[i:]), self.efnonan[i:])
assert_array_equal(np.signbit(self.signf[i:]), self.ef[i:]) 示例2: test_double
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def test_double(self):
# offset for alignment test
for i in range(2):
assert_array_equal(self.d[i:] > 0, self.ed[i:])
assert_array_equal(self.d[i:] - 1 >= 0, self.ed[i:])
assert_array_equal(self.d[i:] == 0, ~self.ed[i:])
assert_array_equal(-self.d[i:] < 0, self.ed[i:])
assert_array_equal(-self.d[i:] + 1 <= 0, self.ed[i:])
r = self.d[i:] != 0
assert_array_equal(r, self.ed[i:])
r2 = self.d[i:] != np.zeros_like(self.d[i:])
r3 = 0 != self.d[i:]
assert_array_equal(r, r2)
assert_array_equal(r, r3)
# check bool == 0x1
assert_array_equal(r.view(np.int8), r.astype(np.int8))
assert_array_equal(r2.view(np.int8), r2.astype(np.int8))
assert_array_equal(r3.view(np.int8), r3.astype(np.int8))
# isnan on amd64 takes the same code path
assert_array_equal(np.isnan(self.nd[i:]), self.ed[i:])
assert_array_equal(np.isfinite(self.nd[i:]), ~self.ed[i:])
assert_array_equal(np.isfinite(self.infd[i:]), ~self.ed[i:])
assert_array_equal(np.isinf(self.infd[i:]), self.ednonan[i:])
assert_array_equal(np.signbit(self.signd[i:]), self.ed[i:]) 示例3: test_numpy_type_funcs
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def test_numpy_type_funcs(func):
# for func in [np.isfinite, np.isinf, np.isnan, np.signbit]:
# copy and paste from idx fixture as pytest doesn't support
# parameters and fixtures at the same time.
major_axis = Index(['foo', 'bar', 'baz', 'qux'])
minor_axis = Index(['one', 'two'])
major_codes = np.array([0, 0, 1, 2, 3, 3])
minor_codes = np.array([0, 1, 0, 1, 0, 1])
index_names = ['first', 'second']
idx = MultiIndex(
levels=[major_axis, minor_axis],
codes=[major_codes, minor_codes],
names=index_names,
verify_integrity=False
)
with pytest.raises(Exception):
func(idx) 示例4: encode_1bit
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def encode_1bit(values):
"""Encodes values using 1 bit per sample, packing the result into bytes."""
bitvalues = np.signbit(values.reshape(-1, 8)).view(np.uint8)
return np.packbits(bitvalues[:, ::-1]) 示例5: test_nans_infs
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def test_nans_infs(self):
with np.errstate(all='ignore'):
# Check some of the ufuncs
assert_equal(np.isnan(self.all_f16), np.isnan(self.all_f32))
assert_equal(np.isinf(self.all_f16), np.isinf(self.all_f32))
assert_equal(np.isfinite(self.all_f16), np.isfinite(self.all_f32))
assert_equal(np.signbit(self.all_f16), np.signbit(self.all_f32))
assert_equal(np.spacing(float16(65504)), np.inf)
# Check comparisons of all values with NaN
nan = float16(np.nan)
assert_(not (self.all_f16 == nan).any())
assert_(not (nan == self.all_f16).any())
assert_((self.all_f16 != nan).all())
assert_((nan != self.all_f16).all())
assert_(not (self.all_f16 < nan).any())
assert_(not (nan < self.all_f16).any())
assert_(not (self.all_f16 <= nan).any())
assert_(not (nan <= self.all_f16).any())
assert_(not (self.all_f16 > nan).any())
assert_(not (nan > self.all_f16).any())
assert_(not (self.all_f16 >= nan).any())
assert_(not (nan >= self.all_f16).any()) 示例6: test_floor_division_signed_zero
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def test_floor_division_signed_zero(self):
# Check that the sign bit is correctly set when dividing positive and
# negative zero by one.
x = np.zeros(10)
assert_equal(np.signbit(x//1), 0)
assert_equal(np.signbit((-x)//1), 1) 示例7: assert_arctan2_ispzero
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def assert_arctan2_ispzero(x, y):
assert_((ncu.arctan2(x, y) == 0 and not np.signbit(ncu.arctan2(x, y))), "arctan(%s, %s) is %s, not +0" % (x, y, ncu.arctan2(x, y))) 示例8: test_copysign
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def test_copysign():
assert_(np.copysign(1, -1) == -1)
with np.errstate(divide="ignore"):
assert_(1 / np.copysign(0, -1) < 0)
assert_(1 / np.copysign(0, 1) > 0)
assert_(np.signbit(np.copysign(np.nan, -1)))
assert_(not np.signbit(np.copysign(np.nan, 1))) 示例9: test_pos_nan
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def test_pos_nan():
"""Check np.nan is a positive nan."""
assert_(np.signbit(np.nan) == 0) 示例10: assert_arctan2_isnzero
# 需要导入模块: import numpy [as 别名]
# 或者: from numpy import signbit [as 别名]
def assert_arctan2_isnzero(x, y):
assert_((ncu.arctan2(x, y) == 0 and np.signbit(ncu.arctan2(x, y))), "arctan(%s, %s) is %s, not -0" % (x, y, ncu.arctan2(x, y)))