#学习与技能提升#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"
#大语言模型#Experimental neural static analyzer for Java programs, based on ML and LLM
#计算机科学#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
PyTorch implementation of code2class network - a combination of code2vec and code2seq. Based on the implementation https://github.com/bentrevett/code2vec.
#计算机科学# 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.