def create_pttr_vmo(oracle, pattern):
thresh = oracle.params['threshold']
_vmo_vec = []
gesture_vmo_vec = []
for p in pattern:
_vmo_vec.append([])
for sfx in p[0]:
local_obs = oracle.f_array[sfx - p[1] + 1:sfx + 1]
local_vmo = build_oracle(local_obs, flag='a', threshold=thresh)
_vmo_vec[-1].append(local_vmo)
pttr_vmo = _vmo_vec[-1][0]
for i in range(pttr_vmo.n_states - 1):
for mo in _vmo_vec[-1][1:]:
pttr_vmo.trn[i].extend(set(mo.trn[i]).difference(pttr_vmo.trn[i]))
gesture_vmo_vec.append(pttr_vmo)
return gesture_vmo_vec
def create_pttr_vmo(oracle, pattern):
thresh = oracle.params['threshold']
_vmo_vec = []
gesture_vmo_vec = []
for p in pattern:
_vmo_vec.append([])
for sfx in p[0]:
local_obs = oracle.f_array[sfx - p[1] + 1:sfx + 1]
local_vmo = build_oracle(local_obs, flag='a', threshold=thresh)
_vmo_vec[-1].append(local_vmo)
pttr_vmo = _vmo_vec[-1][0]
for i in range(pttr_vmo.n_states - 1):
for mo in _vmo_vec[-1][1:]:
pttr_vmo.trn[i].extend(set(mo.trn[i]).difference(pttr_vmo.trn[i]))
gesture_vmo_vec.append(pttr_vmo)
return gesture_vmo_vec
def create_reverse_oracle(oracle):
reverse_data = oracle.f_array[-1:0:-1]
r_oracle = build_oracle(reverse_data, 'v', threshold=oracle.params['threshold'])
return r_oracle
def create_reverse_oracle(oracle):
reverse_data = oracle.f_array[-1:0:-1]
r_oracle = build_oracle(reverse_data, 'v', threshold=oracle.params['threshold'])
return r_oracle
def build_oracle_test(self):
p = build_oracle(SYMBOLIC_SEQ, 'f')
self.assertEqual([0, 0, 0, 1, 0, 1, 2, 2, 0, 1, 2, 3], p.lrs)
self.assertEqual([None, 0, 0, 2, 0, 1, 2, 4, 0, 1, 2, 7], p.sfx)