get_correct_digit_for_initiated_at
from examples.NIPS.MNIST.noisy_sequence_detection.scenario103_2.generate_data import get_initiated_at_scenario103
from examples.NIPS.UrbanSounds8K.SequenceDetection.generate_data import sound_true_values
import data as data_module
if __name__ == '__main__':
config = json.load(open('../../my-config_generate.json'))
data_manager = getattr(data_module, config['data']['type'])(config['data'])
t_loader = data_manager.get_loader('train', transfs=None)
v_loader = data_manager.get_loader('val', transfs=None)
generate_data(
scenario_function=get_initiated_at_scenario103,
test_function=get_correct_digit_for_initiated_at,
relevant_digits=1,
training_set=t_loader,
testing_set=v_loader,
start_sequence=[
'air_conditioner', 'children_playing', 'drilling', 'gun_shot',
'siren'
],
end_sequence=[
'car_horn', 'dog_bark', 'engine_idling', 'jackhammer',
'street_music'
],
get_true_values=sound_true_values,
network_clause='sound',
)
'drilling', 'engine_idling', 'gun_shot', 'jackhammer', 'siren',
'street_music'
]
start_sequence = [
'air_conditioner', 'children_playing', 'drilling', 'gun_shot', 'siren'
]
end_sequence = [
'car_horn', 'dog_bark', 'engine_idling', 'jackhammer', 'street_music'
]
numbers_assignment = get_random_assignment(list(range(10)))
assignment = list(map(lambda x: all_events[x], numbers_assignment))
with open('assignment.txt', 'w') as o:
o.write(str(assignment))
generate_data(
scenario_function=lambda *args, **kwargs: get_initiated_at_scenario104(
*args, **kwargs, assignment=assignment),
test_function=get_correct_digit_for_initiated_at,
relevant_digits=4,
training_set=t_loader,
testing_set=v_loader,
start_sequence=start_sequence,
end_sequence=end_sequence,
get_true_values=sound_true_values,
network_clause='sound',
)