def main():
seed = int(sys.argv[1]) if str.isdigit(sys.argv[1]) else 0
ignore_index = [int(x) for x in sys.argv[2].split(',') if str.isdigit(x)]
type = sys.argv[3]
rnn_file = sys.argv[4]
sequence_file = sys.argv[5]
rnn_runner.init_genrand(seed)
runner = rnn_runner.RNNRunner()
runner.init(rnn_file)
runner.set_time_series_id()
p = re.compile(r'(^#)|(^$)')
out_state_queue = []
for line in open(sequence_file, 'r'):
if p.match(line) == None:
input = map(float, line[:-1].split())
if len(out_state_queue) >= runner.delay_length():
out_state = out_state_queue.pop(0)
for i in ignore_index:
input[i] = out_state[i]
runner.in_state(input)
runner.update()
out_state = runner.out_state()
if type == 'o':
print '\t'.join([str(x) for x in out_state])
elif type == 'c':
c_state = runner.c_state()
print '\t'.join([str(x) for x in c_state])
elif type == 'a':
c_state = runner.c_state()
print '\t'.join([str(x) for x in out_state + c_state])
out_state_queue.append(out_state)
def main():
seed, length, samples, truncate_length, block_length, divide_num = \
map(lambda x: int(x) if str.isdigit(x) else 0, sys.argv[1:7])
rnn_file = sys.argv[7]
rnn_runner.init_genrand(seed)
runner = rnn_runner.RNNRunner()
runner.init(rnn_file)
print get_KL_div(length, samples, truncate_length, block_length,
divide_num, runner, sys.argv[8:])
def main():
seed, length, samples, truncate_length, block_length, divide_num = \
[int(x) if str.isdigit(x) else 0 for x in sys.argv[1:7]]
rnn_file = sys.argv[7]
rnn_runner.init_genrand(seed)
runner = rnn_runner.RNNRunner()
runner.init(rnn_file)
print(get_KL_div(length, samples, truncate_length, block_length,
divide_num, runner, sys.argv[8:]))
def main():
seed = int(sys.argv[1]) if str.isdigit(sys.argv[1]) else 0
ignore_index = [int(x) for x in sys.argv[2].split(',') if str.isdigit(x)]
type = sys.argv[3]
rnn_file = sys.argv[4]
sequence_file = sys.argv[5]
rnn_runner.init_genrand(seed)
runner = rnn_runner.RNNRunner()
runner.init(rnn_file)
runner.set_time_series_id(-1)
ignore_index = [i for i in ignore_index if i >= 0 and i <
runner.in_state_size() and i < runner.out_state_size()]
p = re.compile(r'(^#)|(^$)')
out_state_queue = []
for line in open(sequence_file, 'r'):
if p.match(line) == None:
input = list(map(float, line[:-1].split()))
if len(out_state_queue) >= runner.delay_length():
out_state = out_state_queue.pop(0)
for i in ignore_index:
input[i] = out_state[i]
runner.in_state(input[:runner.in_state_size()])
runner.update()
out_state = runner.out_state()
if type == 'o':
print('\t'.join([str(x) for x in out_state]))
elif type == 'c':
c_state = runner.c_state()
print('\t'.join([str(x) for x in c_state]))
elif type == 'a':
c_state = runner.c_state()
print('\t'.join([str(x) for x in out_state + c_state]))
out_state_queue.append(out_state)
