def __init__(self, bounds):
self.count = len(bounds)
sorted_names = sorted(bounds)
hashed_names = map(lambda name: json.dumps(name), sorted_names)
assigned_name_indices = list(range(self.count))
self.name_to_vertex_id_map = dict(
zip(hashed_names, assigned_name_indices))
self.vertex_id_to_name_map = sorted_names
self.vertices_for_values = Math.k_simplex(self.count)
def test_KSimplex(self):
kSimplex1000 = Math.k_simplex(500)
# assert that all distances between the points in the simplex are almost exactly 1
self.assertTrue(np.all(np.abs(pdist(kSimplex1000) - 1) < .000001))
