SYMBOL INDEX (36 symbols across 4 files)

FILE: cws.py
  function process_train_sentence (line 10) | def process_train_sentence(sentence, bigram, word_window):
  function process_raw_sentence (line 60) | def process_raw_sentence(sentence, bigram, word_window):
  function read_train_file (line 100) | def read_train_file(fin, bigram=False, word_window=4):
  function read_raw_file (line 110) | def read_raw_file(fin, batch_size, bigram=False, word_window=4):
  function read_raw_file_all (line 127) | def read_raw_file_all(fin, bigram=False, word_window=4):
  function create_output (line 137) | def create_output(seqs, stags):
  function evaluator (line 152) | def evaluator(data, output_dir, output_flag):

FILE: server.py
  function load_template (line 12) | def load_template():
  class Tagger (line 64) | class Tagger(object):
    method __init__ (line 65) | def __init__(self, sess, model_dir, scope, batch_size):
    method tag (line 70) | def tag(self, sentences):
    method preprocess (line 79) | def preprocess(self, sentences):
  class MainHandler (line 83) | class MainHandler(tornado.web.RequestHandler):
    method get (line 84) | def get(self):
  class TaskHandler (line 88) | class TaskHandler(tornado.web.RequestHandler):
    method initialize (line 89) | def initialize(self, tagger):
    method post (line 92) | def post(self):
  function make_app (line 98) | def make_app(model_dir):

FILE: tagger.py
  class Model (line 19) | class Model(object):
    method __init__ (line 20) | def __init__(self, scope, sess):
    method build_input_graph (line 24) | def build_input_graph(self, vocab_size, emb_size, word_vocab_size, wor...
    method build_tagging_graph (line 40) | def build_tagging_graph(self, inputs, hidden_layers, channels, num_tag...
    method build_graph (line 150) | def build_graph(self):
    method inference (line 181) | def inference(self, scores, sequence_lengths=None):
    method train (line 208) | def train(self, train_data, dev_data, test_data, model_dir, log_dir, e...
    method load_model (line 467) | def load_model(self, model_dir):
    method tag (line 496) | def tag(self, data_iter):
    method tag_all (line 522) | def tag_all(self, data, batch_size):
  function create_dic (line 533) | def create_dic(item_list, add_unk=False, add_pad=False):
  function create_mapping (line 554) | def create_mapping(items):
  function create_input (line 570) | def create_input(batch):
  function data_to_ids (line 590) | def data_to_ids(data, mappings):
  function data_iterator (line 637) | def data_iterator(inputs, batch_size, shuffle=True, max_length=200):

FILE: train.py
  class FlushFile (line 10) | class FlushFile:
    method __init__ (line 14) | def __init__(self, f):
    method write (line 17) | def write(self, x):