def test_active_info_base_4(self):
self.assertAlmostEqual(1.270942,
active_info([3, 3, 3, 2, 1, 0, 0, 0, 1], 2),
places=6)
self.assertAlmostEqual(1.270942,
active_info([2, 2, 3, 3, 3, 3, 2, 1, 0], 2),
places=6)
def test_active_info_base_2_ensemble(self):
xs = [[1, 1, 0, 0, 1, 0, 0, 1], [0, 0, 0, 1, 0, 0, 0, 1]]
self.assertAlmostEqual(0.459148, active_info(xs, 2), places=6)
xs = [[1, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 1, 1, 1, 1, 0, 0, 0],
[1, 0, 0, 0, 0, 0, 0, 1, 1], [1, 0, 0, 0, 0, 0, 0, 1, 1],
[0, 0, 0, 0, 0, 1, 1, 0, 0], [0, 0, 0, 0, 1, 1, 0, 0, 0],
[1, 1, 1, 0, 0, 0, 0, 1, 1], [0, 0, 0, 1, 1, 1, 1, 0, 0],
[0, 0, 0, 0, 0, 0, 1, 1, 0]]
self.assertAlmostEqual(0.3080467, active_info(xs, 2), places=6)
def test_active_info_base_2(self):
self.assertAlmostEqual(0.918296,
active_info([1, 1, 0, 0, 1, 0, 0, 1],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.000000,
active_info([1, 0, 0, 0, 0, 0, 0, 0, 0],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.305958,
active_info([0, 0, 1, 1, 1, 1, 0, 0, 0],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.347458,
active_info([1, 0, 0, 0, 0, 0, 0, 1, 1],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.399533,
active_info([0, 0, 0, 0, 0, 1, 1, 0, 0],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.399533,
active_info([0, 0, 0, 0, 1, 1, 0, 0, 0],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.305958,
active_info([1, 1, 1, 0, 0, 0, 0, 1, 1],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.305958,
active_info([0, 0, 0, 1, 1, 1, 1, 0, 0],
2,
local=True).mean(),
places=6)
self.assertAlmostEqual(0.347458,
active_info([0, 0, 0, 0, 0, 0, 1, 1, 0],
2,
local=True).mean(),
places=6)
def test_active_info_base_4_ensemble(self):
xs = [[3, 3, 3, 2, 1, 0, 0, 0, 1], [2, 2, 3, 3, 3, 3, 2, 1, 0],
[0, 0, 0, 0, 1, 1, 0, 0, 0], [1, 1, 0, 0, 0, 1, 1, 2, 2]]
self.assertAlmostEqual(1.324291, active_info(xs, 2), places=6)
def test_active_info_empty(self):
with self.assertRaises(ValueError):
active_info([], 1)
def test_active_info_negative_states(self):
with self.assertRaises(InformError):
active_info([-1, 0, 0], k=3)
def test_active_info_long_history(self):
with self.assertRaises(InformError):
active_info([1, 2], k=2)
with self.assertRaises(InformError):
active_info([1, 2], k=3)
def test_active_info_zero_history(self):
with self.assertRaises(InformError):
active_info([1, 2], k=0)
def test_active_info_short_series(self):
with self.assertRaises(InformError):
active_info([1], k=1)
def test_active_info_dimensions(self):
with self.assertRaises(ValueError):
active_info([[[1]]], 1)