Initialize object SeqTokDataset with files to process Parameters: - dir_name -- directory with files of tokenized source co

Initialize object SeqTok2WaySimDS Parameters: - dir_name -- directory with files of tokenized source code files

Initialize object SeqTok2WaySimDS Parameters: - dir_name -- directory with files of tokenized source code files

Initialize object SeqTokSimilarityDS with files to process Parameters: - dir_name -- directory with files of tokeni

Initialize statistics of the part of sample: similar, left or right

Construct confusion matrix Parameters: - probabilities - classification probabilities as numpy array - labels

Initialize object SeqTok2WaySimDS Parameters: - dir_name -- directory with files of tokenized source code files

Construct confusion matrix Parameters: - probabilities - classification probabilities as numpy array - labels -

Initialize base class for analysis and reporting confusion information Parameters: - probabilities - classification p

Initialize object BagTokDataset with files to process Parameters: - dir_name -- directory with files of tokenized so

Initize Dataset maker Parameters: - dir_name -- directory with files of tokenized source code files - min_n_solution

Initialize base object of classification dataset Parameters: - ds -- object of loaded dataset - purpose

Initialize object of classification dataset Parameters: - ds -- object of loaded dataset - samples -

Initialize Dataset maker with files to process Parameters: - dir_name -- directory with files of tokenized source code files

Initialize Dataset maker Parameters: - dir_name -- directory with files of tokenized source code files - min_n_solut

Initialize SeqOfTokensLoader with files to process Parameters: - dir_name -- directory with files of tokenized sour

Parameters:

Initialize object DoubleSeqTfDataset Parameters:

Initialize factory for DNNs Parameters: - n_labels -- number of labels (classes) - regularizer -- regularizer as

Initialize factory for DNNs Parameters: - n_labels -- number of labels (classes) - regularizer -- regularizer as

Initialize factory of DNN sequential building blocks Parameters: - tokens -- number of types of tokens It

Initialize factory for DNNs Parameters: - tokens -- number of types of tokens Actually it is the size

Initialize factory for DNNs Parameters: - n_labels -- number of labels (classes) - regularizer -- regularizer as

Initialize object of factory of tokens dictionaries So far factory of token disctionaries has only class level API Parameters

Initialize tokenizer object Parameters: - ds -- Directory to write down tokenized solutions - data -- Direc

Initialize tokenizer object Parameters: - lang -- language of the solution code written in: either

Initialize tokenizer object Parameters: - lang -- language of the solution code - verbose -- flag to print token

Initialize tokenizer object Parameters: - lang -- language of the solution code - verbose -- flag to print t

Initialize tokenizer object Parameters: - ds -- Directory to write down tokenized solutions - data -- Direc

Initialize debugging Paramneters: - debug -- flag to debug tokenization If it is False no debugging

Distance between centers of two clusters

Distance from center of one cluster to other cluster

Make a stack of convolutional layers Parameters: - input_tensor -- input tensor - convolutions -- specification of

!!!OBSOLETE FUNCTION, RETAINED AS AN EXAMPLE!!! Fill in dataset numpy array with one solution using one hot coding Pa

Get confedence of predicting sample s Convert sigmoid output to probability

Function-generator of similarity sample labels Returns pair: - label: 1 if the files solve the same problem

Make one hot coding samples !!!DEPRECATED FUNCTION RETAINED AS AN EXAMPLE!!! Parameters: - samples -- samples as lis

Function-generator of similarity samples Returns pair: - sequence of tokens of 1-st source code file

Function-generator of similarity samples with 0 and 1 similarity labels Returns 3 tuple: - sequence o

Function-generator of similarity samples with symmetric -1 and +1 similarity labels Returns 3 tuple:

Capped binary cross entropy loss function

Determine programming language from filename extension: .c | C .cc, .C, .cpp | C++ .java | Java Uses global filenam

Enter a parse tree produced by {@link PythonParser#arglist}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#args}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#argument}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#arguments}. @param ctx the parse tree

Enter a parse tree produced by the {@code assert_stmt} labeled alternative in {@link PythonParser#small_stmt}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#assign_part}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#atom}. @param ctx the parse tree

{@inheritDoc} <p>The default implementation does nothing.</p>

Enter a parse tree produced by {@link CymbolParser#block}. @param ctx the parse tree

{@inheritDoc} <p>The default implementation does nothing.</p>

Enter a parse tree produced by the {@code break_stmt} labeled alternative in {@link PythonParser#small_stmt}. @param ctx the parse tree

Enter a parse tree produced by the {@code class_or_func_def_stmt} labeled alternative in {@link PythonParser#compound_stmt}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#classdef}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#comp_for}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#comp_iter}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#comparison}. @param ctx the parse tree

Enter a parse tree produced by the {@code continue_stmt} labeled alternative in {@link PythonParser#small_stmt}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#decorator}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#def_parameter}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#def_parameters}. @param ctx the parse tree

Enter a parse tree produced by the {@code del_stmt} labeled alternative in {@link PythonParser#small_stmt}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#dictorsetmaker}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#dotted_as_name}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#dotted_as_names}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#dotted_name}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#elif_clause}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#else_clause}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#eval_input}. @param ctx the parse tree

{@inheritDoc} <p>The default implementation does nothing.</p>

{@inheritDoc} <p>The default implementation does nothing.</p>

Enter a parse tree produced by {@link PythonParser#except_clause}. @param ctx the parse tree

Enter a parse tree produced by the {@code exec_stmt} labeled alternative in {@link PythonParser#small_stmt}. @param ctx the parse tree

Enter a parse tree produced by {@link PythonParser#expr}. @param ctx the parse tree

{@inheritDoc} <p>The default implementation does nothing.</p>

Enter a parse tree produced by {@link CymbolParser#expr}. @param ctx the parse tree

{@inheritDoc} <p>The default implementation does nothing.</p>

{@inheritDoc} <p>The default implementation does nothing.</p>

Enter a parse tree produced by {@link CymbolParser#exprList}. @param ctx the parse tree