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)