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CISELab's Projects

code2seq icon code2seq

A fork from Code2Seq to account for Comments in Preprocessing

code2seq-funcom icon code2seq-funcom

Holds the third Experiment of the BSc Project "Comment or not Comment"

code2vec icon code2vec

TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"

cps_repo_mining icon cps_repo_mining

Repository mining for searching Performance Antipatterns in Cyber-Physical System Projects.

evosuite icon evosuite

EvoSuite - automated generation of JUnit test suites for Java classes

guided-mt-code2vec icon guided-mt-code2vec

This repository works with genetic programming to optimize metrics for code2vec method name prediction

hasbugs icon hasbugs

A modern Haskell Bugs Dataset to enable Fault Localization, Program Repair and Test Generation

lampion icon lampion

Metamorphic Transformations for ML-SE Robustness Analysis

openvocabcodenlm icon 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.

testgenie icon testgenie

TestGenie - an IntelliJ plugin that natively integrates EvoSuite into the IDE. EvoSuite is an automated test suite generation tool using evolutionary algorithms. Used for research @ SERG, TU Delft.

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