parameters: (self)
return_statement: return DataBatch([sentences, characters], [label], pad=0, index = indices, bucket_key=self.buckets[i],
                           provide_data=[DataDesc(name=self.data_names[0], shape=sentences.shape, layout=self.layout),
                                         DataDesc(name=self.data_names[1], shape=characters.shape, layout=self.layout)],
                           provide_label=[DataDesc(name=self.label_name, shape=label.shape, layout=self.layout)])
docstring: Returns the next batch of data.
docstring_summary: Returns the next batch of data.
docstring_tokens: Returns the next batch of data .
function: def next(self):
          """Returns the next batch of data."""
          if self.curr_idx == len(self.idx):
              raise StopIteration
          #i = batches index, j = starting record
          i, j = self.idx[self.curr_idx] 
          self.curr_idx += 1
  
          indices = self.ndindex[i][j:j + self.batch_size]
          sentences = self.ndsent[i][j:j + self.batch_size]
          characters = self.ndchar[i][j:j + self.batch_size]
          label = self.ndlabel[i][j:j + self.batch_size]
  
          return DataBatch([sentences, characters], [label], pad=0, index = indices, bucket_key=self.buckets[i],
                           provide_data=[DataDesc(name=self.data_names[0], shape=sentences.shape, layout=self.layout),
                                         DataDesc(name=self.data_names[1], shape=characters.shape, layout=self.layout)],
                           provide_label=[DataDesc(name=self.label_name, shape=label.shape, layout=self.layout)])
function_tokens: def next ( self ) : if self . curr_idx == len ( self . idx ) : raise StopIteration #i = batches index, j = starting record i , j = self . idx [ self . curr_idx ] self . curr_idx += 1 indices = self . ndindex [ i ] [ j : j + self . batch_size ] sentences = self . ndsent [ i ] [ j : j + self . batch_size ] characters = self . ndchar [ i ] [ j : j + self . batch_size ] label = self . ndlabel [ i ] [ j : j + self . batch_size ] return DataBatch ( [ sentences , characters ] , [ label ] , pad = 0 , index = indices , bucket_key = self . buckets [ i ] , provide_data = [ DataDesc ( name = self . data_names [ 0 ] , shape = sentences . shape , layout = self . layout ) , DataDesc ( name = self . data_names [ 1 ] , shape = characters . shape , layout = self . layout ) ] , provide_label = [ DataDesc ( name = self . label_name , shape = label . shape , layout = self . layout ) ] )