code2vec

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)

code2vec for Python 3 made for NL2ML project

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.

A simple utilization of code2vec model in source code analysis

path extractor for code2vec

Natural Language to Machine Learning corpus

PyTorch implementation of code2class network - a combination of code2vec and code2seq. Based on the implementation https://github.com/bentrevett/code2vec.

Code analysis project for code smell detection&classification using different AI frameworks

An attempt to recognize Source code design pattern recognization using Code2vec and word2vec.