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    25 repositories

    • OpenVocabCodeNLM

      Public
      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 encodin…
      Python
      •
      Apache License 2.0
      •24•84•3•3•Updated Mar 24, 2023Mar 24, 2023

    • mineSStuBs

      Public
      Hosts our tool for mining simple "stupid'' bugs (SStuBs).
      Java
      •
      Apache License 2.0
      •18•37•4•8•Updated May 20, 2022May 20, 2022

    • DeepSStuBs

      Public
      DeepSStuBs is a framework for learning single statement bug detectors from an existing code corpus.
      JavaScript
      •
      MIT License
      •0•1•0•0•Updated Mar 6, 2020Mar 6, 2020

    • bilm-tf

      Public
      Tensorflow implementation of contextualized word representations from bi-directional language models
      Python
      •
      Apache License 2.0
      •447•1•0•0•Updated Mar 2, 2020Mar 2, 2020

    • clams

      Public
      CLAMS API Summarizer
      documentationcode-reusemining-software-repositoriesapi-usage-miningcode-summarization
      Python
      •
      Apache License 2.0
      •1•8•1•0•Updated Aug 17, 2018Aug 17, 2018

    • codemining-core

      Public archive
      A set of tools for extracting tokens and ASTs from code
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •11•22•0•0•Updated Jun 5, 2018Jun 5, 2018

    • sequence-mining

      Public archive
      Probabilistic Sequence Mining
      data-miningexploratory-data-analysis
      Java
      •
      GNU General Public License v3.0
      •8•46•0•0•Updated Apr 25, 2018Apr 25, 2018

    • learnbigcode.github.io

      Public
      Website for Learning from "Big Code"
      CSS
      •
      MIT License
      •17•4•0•0•Updated Apr 13, 2018Apr 13, 2018

    • api-mining

      Public archive
      Probabilistic API Mining
      data-miningml4code
      Java
      •
      GNU General Public License v3.0
      •16•53•2•0•Updated Jan 8, 2018Jan 8, 2018

    • mast-group.github.io

      Public
      MAST Group Website
      HTML
      •1•4•0•0•Updated Oct 2, 2017Oct 2, 2017

    • codemining-treelm

      Public archive
      Tree Language Models
      idiomslanguage-modeltsgidiom-mining
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •9•9•0•0•Updated Jan 1, 2017Jan 1, 2017

    • eqnet

      Public
      Code related to "Learning Continuous Semantic Representations of Symbolic Expressions" project.
      machine-learningsymbolic-expressions
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •8•35•0•0•Updated Dec 8, 2016Dec 8, 2016

    • variable-naming-challenge

      Public
      Source code related to the variable naming challenge
      coding-conventions
      Python
      •
      MIT License
      •2•4•1•0•Updated Nov 9, 2016Nov 9, 2016

    • js-random-tester

      Public
      JS Random testing tool and new Definition File creator using old versions
      JavaScript
      •1•2•0•0•Updated Sep 22, 2016Sep 22, 2016

    • js-analyser-util

      Public
      Util package to analyse instrumented and collected data from Node.JS projects
      Java
      •1•1•0•0•Updated Sep 21, 2016Sep 21, 2016

    • js-analyser

      Public
      Javascript analyser using Node and Esprima
      JavaScript
      •1•2•0•0•Updated Sep 21, 2016Sep 21, 2016

    • tassal

      Public archive
      Tree-based Autofolding Software Summarization Algorithm
      machine-learningtopic-modelingml4code
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •7•43•1•0•Updated Jul 30, 2016Jul 30, 2016

    • convolutional-attention

      Public archive
      Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper
      machine-learningconvolutional-attention-networkml4code
      HTML
      •
      BSD 3-Clause "New" or "Revised" License
      •32•120•0•0•Updated Jul 19, 2016Jul 19, 2016

    • itemset-mining

      Public archive
      Probabilistic Itemset Mining
      data-miningexploratory-data-analysis
      Java
      •
      GNU General Public License v3.0
      •3•19•0•0•Updated Jun 22, 2016Jun 22, 2016

    • codemining-utils

      Public archive
      Utility classes for serialization, parameter loading, sampling and math
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •9•4•0•0•Updated Mar 9, 2016Mar 9, 2016

    • maven-repo

      Public
      Maven repository for jars not on maven central
      Python
      •3•2•0•0•Updated Feb 1, 2016Feb 1, 2016

    • naturalize

      Public archive
      Source code for the Naturalize project
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •12•56•1•0•Updated Sep 5, 2015Sep 5, 2015

    • codemining-sequencelm

      Public archive
      Sequential Language Models
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •7•4•0•0•Updated Sep 5, 2015Sep 5, 2015

    • commitmining-tools

      Public
      A set of tools for traversing a Git repository and possibly its files
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •6•3•0•0•Updated Mar 28, 2015Mar 28, 2015

    • nlptools

      Public archive
      A set of NLP tools that may be useful when processing text
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•0•Updated Dec 17, 2014Dec 17, 2014