mast-group Goto Github PK
Name: MAST
Type: Organization
Bio: Machine Learning for the Analysis of Source Code Text
Location: School of Informatics, Edinburgh University
Name: MAST
Type: Organization
Bio: Machine Learning for the Analysis of Source Code Text
Location: School of Informatics, Edinburgh University
Probabilistic API Mining
Tensorflow implementation of contextualized word representations from bi-directional language models
CLAMS API Summarizer
A set of tools for extracting tokens and ASTs from code
Sequential Language Models
Tree Language Models
Utility classes for serialization, parameter loading, sampling and math
A set of tools for traversing a Git repository and possibly its files
Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper
DeepSStuBs is a framework for learning single statement bug detectors from an existing code corpus.
Code related to "Learning Continuous Semantic Representations of Symbolic Expressions" project.
Probabilistic Itemset Mining
Javascript analyser using Node and Esprima
Util package to analyse instrumented and collected data from Node.JS projects
JS Random testing tool and new Definition File creator using old versions
Website for Learning from "Big Code"
MAST Group Website
Maven repository for jars not on maven central
Hosts our tool for mining simple "stupid'' bugs (SStuBs).
Source code for the Naturalize project
A set of NLP tools that may be useful when processing text
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.
Probabilistic Sequence Mining
Tree-based Autofolding Software Summarization Algorithm
Source code related to the variable naming challenge
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.