Pinned Repositories
CodRep
58069 Java source code diffs. http://arxiv.org/pdf/1807.03200
ModelsPHOG
Synthesized models for PHOG to make the results reproducible by the research community
DeepSStuBs
DeepSStuBs is a framework for learning single statement bug detectors from an existing code corpus.
mineSStuBs
Hosts our tool for mining simple "stupid'' bugs (SStuBs).
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.
awesome-machine-learning-on-source-code
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
DeepSStuBs
DeepSStuBs is a framework for learning single statement bug detectors from an existing code corpus.
JTrie
models
Models built with TensorFlow
NERC-THESIS
Named Entity Recognition and Catgorization post graduate thesis
mpatsis's Repositories
mpatsis/awesome-machine-learning-on-source-code
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
mpatsis/DeepSStuBs
DeepSStuBs is a framework for learning single statement bug detectors from an existing code corpus.
mpatsis/JTrie
mpatsis/models
Models built with TensorFlow
mpatsis/NERC-THESIS
Named Entity Recognition and Catgorization post graduate thesis
mpatsis/TreasureHunter
This is a 3D openGL game that I made during my undergraduate alongside my friend Nikos Giannaras (@ngiannaras).
mpatsis/testJGit