There are 1 repository under code2vec topic.
TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"
A library for mining of path-based representations of code (and more)
A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)
The tool for getting embeddings of Python 3 code chunks
Code for the methods and algorithms described in the paper "Analysis of Program Representations Based on Abstract Syntax Trees and Higher-Order Markov Chains for Source Code Classification Task"
Experimental neural static analyzer for Java programs, based on ML and LLM
Project conducted for Seminar in Machine Learning for Software Engineering. Aim of our research was to explore possible directions of Deep Learning solutions for log detection in a snippet of code.
Code analysis project for code smell detection&classification using different AI frameworks
PyTorch implementation of code2class network - a combination of code2vec and code2seq. Based on the implementation https://github.com/bentrevett/code2vec.
An attempt to recognize Source code design pattern recognization using Code2vec and word2vec.
Natural Language to Machine Learning corpus
A simple utilization of code2vec model in source code analysis