def test_bit():
"""
Test known bit values.
"""
d = Distribution(['0', '1'], [1 / 2, 1 / 2])
ditParams['units'] = True
h = entropy(d)
reset_params()
true = ureg.Quantity(1, ureg.bit)
assert h.m == pytest.approx(true.m)
def test_cc():
"""
Test against a known value.
"""
gm = Distribution(['00', '01', '10'], [1 / 3] * 3)
ditParams['units'] = True
cc, _ = channel_capacity_joint(gm, [0], [1], marginal=True)
reset_params()
true = ureg.Quantity(0.3219280796196524, ureg.bit)
assert cc.m == pytest.approx(true.m)
def test_nat():
"""
Test known bit values.
"""
d = Distribution(['0', '1'], [1 / 2, 1 / 2])
ditParams['units'] = True
h = entropy(d)
reset_params()
true = ureg.Quantity(np.log(2), ureg.nat).to_base_units()
assert h.m == pytest.approx(true.m)
def test_nat():
"""
Test known bit values.
"""
d = Distribution(['0', '1'], [1 / 2, 1 / 2])
ditParams['units'] = True
h = entropy(d)
reset_params()
true = ureg.Quantity(np.log(2), ureg.nat)
assert h == true
def test_cc():
"""
Test against a known value.
"""
gm = Distribution(['00', '01', '10'], [1/3]*3)
ditParams['units'] = True
cc, _ = channel_capacity_joint(gm, [0], [1], marginal=True)
reset_params()
true = ureg.Quantity(0.3219280796196524, ureg.bit)
assert cc.m == pytest.approx(true.m)
def test_dit():
"""
Test known bit values.
"""
d = Distribution(['0', '1', '2', '3', '4', '5', '6', '7', '8', '9'], [1/10]*10)
ditParams['units'] = True
h = entropy(d)
reset_params()
true = ureg.Quantity(1, ureg.dit).to_base_units()
assert h.m == pytest.approx(true.m)
def test_nat():
"""
Test known bit values.
"""
d = Distribution(['0', '1'], [1/2, 1/2])
ditParams['units'] = True
h = entropy(d)
reset_params()
true = ureg.Quantity(np.log(2), ureg.nat).to_base_units()
assert h.m == pytest.approx(true.m)
def test_bit():
"""
Test known bit values.
"""
d = Distribution(['0', '1'], [1/2, 1/2])
ditParams['units'] = True
h = entropy(d)
reset_params()
true = ureg.Quantity(1, ureg.bit)
assert h.m == pytest.approx(true.m)
def test_dit():
"""
Test known bit values.
"""
d = Distribution(['0', '1', '2', '3', '4', '5', '6', '7', '8', '9'],
[1 / 10] * 10)
ditParams['units'] = True
h = entropy(d)
reset_params()
true = ureg.Quantity(1, ureg.dit).to_base_units()
assert h.m == pytest.approx(true.m)