mast-group/mast-group.github.io

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mast-group/mast-group.github.io

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convolutional-attention

Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper

OpenVocabCodeNLM

Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlier pre-print: Maybe Deep Neural Networks are the Best Choice for Modeling Source Code (https://arxiv.org/abs/1903.05734). This is the first open vocabulary language model for code that uses the byte pair encoding algorithm (BPE) to learn a segmentation of code tokens into subword units.

naturalize

Source code for the Naturalize project

api-mining

Probabilistic API Mining

sequence-mining

Probabilistic Sequence Mining

tassal

Tree-based Autofolding Software Summarization Algorithm

eqnet

Code related to "Learning Continuous Semantic Representations of Symbolic Expressions" project.

mineSStuBs

Hosts our tool for mining simple "stupid'' bugs (SStuBs).

codemining-core

A set of tools for extracting tokens and ASTs from code

itemset-mining

Probabilistic Itemset Mining

codemining-treelm

Tree Language Models

clams

CLAMS API Summarizer

codemining-utils

Utility classes for serialization, parameter loading, sampling and math

codemining-sequencelm

Sequential Language Models

variable-naming-challenge

Source code related to the variable naming challenge

commitmining-tools

A set of tools for traversing a Git repository and possibly its files

js-analyser

Javascript analyser using Node and Esprima

maven-repo

Maven repository for jars not on maven central

js-random-tester

JS Random testing tool and new Definition File creator using old versions

nlptools

A set of NLP tools that may be useful when processing text

DeepSStuBs

DeepSStuBs is a framework for learning single statement bug detectors from an existing code corpus.

js-analyser-util

Util package to analyse instrumented and collected data from Node.JS projects