SYMBOL INDEX (35 symbols across 4 files)

FILE: examples/mnist/main.py
  function train_generator (line 17) | def train_generator(batch_size):

FILE: examples/mnist/mnist_model.py
  function mkModel (line 2) | def mkModel():
  function runModel_fn (line 65) | def runModel_fn(training_placeholder,

FILE: examples/seq2seq/main.py
  function pad (line 23) | def pad(ws): return (ws + ' '*(MAXLEN - len(ws)))
  function encode (line 25) | def encode(s):
  function decode (line 29) | def decode(s): return "".join([indices_char[c] for c in list(s)])
  function pad_right (line 31) | def pad_right(sentence): return (MAXLEN - len(sentence)) * " " + sentence
  function pad_left (line 32) | def pad_left(sentence): return  sentence + (MAXLEN - len(sentence)) * " "
  function source_input_conversion (line 34) | def source_input_conversion(s):
  function target_input_conversion (line 37) | def target_input_conversion(sentence):
  function target_output_conversion (line 40) | def target_output_conversion(sentence):
  function sentence_target_weights (line 43) | def sentence_target_weights(sentence):
  function map (line 48) | def map(f,l):
  function make_examples (line 51) | def make_examples(l):
  function s2s_generator (line 59) | def s2s_generator(src_len,src_in,tgt_in,tgt_out,tgt_weights):
  function my_sample (line 71) | def my_sample(l,n):
  function printer (line 85) | def printer(x):
  function translate (line 90) | def translate(s):
  function translate_cb (line 98) | def translate_cb(values):

FILE: typedflow_rts.py
  function cuda_use_device (line 13) | def cuda_use_device(n):
  function find_free_cuda_device (line 19) | def find_free_cuda_device():
  function cuda_use_one_free_device (line 43) | def cuda_use_one_free_device():
  function bilist_generator (line 51) | def bilist_generator(l):
  function bilist_generator_transposed (line 68) | def bilist_generator_transposed(model,l):
  function dict_generator (line 91) | def dict_generator (xs):
  function initialize_params (line 102) | def initialize_params (session,model):
  function train (line 114) | def train (optimizer, model_static, model_fn,
  function StopWhenValidationGetsWorse (line 189) | def StopWhenValidationGetsWorse(patience = 1):
  function StopWhenAccurate (line 206) | def StopWhenAccurate(phase="val",error_rate = .01):
  function Every (line 213) | def Every(n,f):
  function Save (line 223) | def Save(sess,saver,ckptfile):
  function evaluate (line 235) | def evaluate (model_static, model_fn, xs, result="y_"):
  function beam_translate (line 277) | def beam_translate(session, model, k, x, xlen, start_symbol, stop_symbol...
  function save (line 307) | def save(model_static, file):
  function load (line 314) | def load(model_static, file):