SYMBOL INDEX (61 symbols across 11 files)

FILE: common.py
  function assign_to_gpu (line 7) | def assign_to_gpu(gpu=0, ps_dev="/device:CPU:0"):
  function find_trainable_variables (line 17) | def find_trainable_variables(key):
  function load_from_checkpoint (line 21) | def load_from_checkpoint(saver, logdir):
  class CheckpointLoader (line 35) | class CheckpointLoader(object):
    method __init__ (line 36) | def __init__(self, saver, global_step, logdir):
    method load_checkpoint (line 43) | def load_checkpoint(self):
  function average_grads (line 60) | def average_grads(tower_grads):

FILE: data_utils.py
  class Vocabulary (line 9) | class Vocabulary(object):
    method __init__ (line 11) | def __init__(self):
    method num_tokens (line 20) | def num_tokens(self):
    method unk (line 24) | def unk(self):
    method unk_id (line 28) | def unk_id(self):
    method s (line 32) | def s(self):
    method s_id (line 36) | def s_id(self):
    method add (line 39) | def add(self, token, count):
    method finalize (line 45) | def finalize(self):
    method get_id (line 49) | def get_id(self, token):
    method get_token (line 52) | def get_token(self, id_):
    method from_file (line 56) | def from_file(filename):
  class Dataset (line 66) | class Dataset(object):
    method __init__ (line 68) | def __init__(self, vocab, file_pattern, deterministic=False):
    method _parse_sentence (line 73) | def _parse_sentence(self, line):
    method _parse_file (line 77) | def _parse_file(self, file_name):
    method _sentence_stream (line 87) | def _sentence_stream(self, file_stream):
    method _iterate (line 92) | def _iterate(self, sentences, batch_size, num_steps):
    method iterate_once (line 120) | def iterate_once(self, batch_size, num_steps):
    method iterate_forever (line 127) | def iterate_forever(self, batch_size, num_steps):

FILE: data_utils_test.py
  class DataUtilsTestCase (line 6) | class DataUtilsTestCase(unittest.TestCase):
    method test_vocabulary (line 7) | def test_vocabulary(self):
    method test_dataset (line 15) | def test_dataset(self):

FILE: hparams.py
  class HParams (line 1) | class HParams(object):
    method __init__ (line 3) | def __init__(self, **kwargs):
    method _set (line 8) | def _set(self, k, v):
    method parse (line 12) | def parse(self, str_value):

FILE: hparams_test.py
  class HParamsTestCase (line 5) | class HParamsTestCase(unittest.TestCase):
    method test_basic (line 6) | def test_basic(self):
    method test_parse (line 13) | def test_parse(self):

FILE: language_model.py
  class LM (line 8) | class LM(object):
    method __init__ (line 9) | def __init__(self, hps, mode="train", ps_device="/gpu:0"):
    method _forward (line 52) | def _forward(self, gpu, x, y, w):
    method _backward (line 105) | def _backward(self, loss, summaries=False):
    method get_default_hparams (line 144) | def get_default_hparams():

FILE: language_model_test.py
  function get_test_hparams (line 8) | def get_test_hparams():
  function simple_data_generator (line 28) | def simple_data_generator(batch_size, num_steps):
  class TestLM (line 39) | class TestLM(tf.test.test_util.TensorFlowTestCase):
    method test_lm (line 40) | def test_lm(self):

FILE: model_utils.py
  function linear (line 5) | def linear(x, size, name):
  function sharded_variable (line 11) | def sharded_variable(name, shape, num_shards, dtype=tf.float32, transpos...
  function _get_sharded_variable (line 24) | def _get_sharded_variable(name, shape, dtype, num_shards):
  function _get_concat_variable (line 41) | def _get_concat_variable(name, shape, dtype, num_shards):
  class LSTMCell (line 50) | class LSTMCell(tf.nn.rnn_cell.RNNCell):
    method __init__ (line 52) | def __init__(self, num_units, input_size, initializer=None, num_proj=N...
    method state_size (line 81) | def state_size(self):
    method output_size (line 85) | def output_size(self):
    method __call__ (line 88) | def __call__(self, inputs, state, scope=None):

FILE: run_utils.py
  function run_train (line 12) | def run_train(dataset, hps, logdir, ps_device, task=0, master=""):
  function run_eval (line 90) | def run_eval(dataset, hps, logdir, mode, num_eval_steps):

FILE: single_lm_run.py
  function new_tmux_cmd (line 10) | def new_tmux_cmd(name, cmd):
  function create_tmux_commands (line 16) | def create_tmux_commands(session, gpus, logdir, hpconfig, datadir):
  function run (line 48) | def run():

FILE: single_lm_train.py
  function main (line 18) | def main(_):