def apply_observations(graph_time_steps: List[Tuple[Vertex, Vertex, Vertex]],
window: int, observed: List[Coordinates]) -> None:
for (idx, time_slice) in enumerate(graph_time_steps):
t = window * (window_size - 1) + idx
xt = time_slice[0]
observed_xt = Gaussian(xt, 1.0)
observed_xt.observe(observed[t].x)
def test_unobserve() -> None:
vertex = Gaussian(0., 1.)
vertex.observe(4)
assert vertex.is_observed()
assert vertex.get_value() == 4
vertex.unobserve()
assert not vertex.is_observed()
def apply_observations(graph_time_steps, window, observed):
for (idx, time_slice) in enumerate(graph_time_steps):
t = window * (window_size - 1) + idx
xt = time_slice[0]
observed_xt = Gaussian(xt, 1.0)
observed_xt.observe(observed[t].x)