15 skills found
tech-srl / Code2vecTensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"
JetBrains-Research / AstminerA library for mining of path-based representations of code (and more)
LRNavin / AutoCommentsDescription: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motivation behind this is that in software development and maintenance, developers spend around 59% of their time on program comprehension activities. Having comments that are generated automatically will hopefully cut this time down. In order to do this we will combine the recent paper Code2Vec: Learning Distributed Representations of Code by Alon et al. with the paper Deep Code Comment Generation in order to make a better performing model using the newer Code2Vec encoding that was not used in the Deep Code Comment Generation paper. Dataset: The dataset that we will use is the same dataset used by the Deep Code Comment Generation paper, this is a dataset of more than 500,000 code snippets including comments. This also gives us a baseline against which to compare. Papers: Deep Code: https://xin-xia.github.io/publication/icpc182.pdf Code2Vec: https://arxiv.org/abs/1803.09473
src-d / Code2vecMLonCode community effort to implement Learning Distributed Representations of Code (https://arxiv.org/pdf/1803.09473.pdf)
bentrevett / Code2vecA PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)
basedrhys / Obfuscated Code2vecCode for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020
sonoisa / Code2vecan implementation of "code2vec: Learning Distributed Representations of Code"
Kirili4ik / Code2veccode2vec for Python 3 made for NL2ML project
liulhdarks / Code2veccode2vec: Learning Distributed Representations of Code
AmeerHajAli / Code2vec CNo description available
D-a-r-e-k / Code Smells DetectionCode smells classifier using automatically extracted source code features by pre-trained Code2Vec and/or LSTM
secmap / Code2vecNo description available
beniz / Code2vec CPrototype implemention of code2vec for C
NURx2 / Pycode2vecThe tool for getting embeddings of Python 3 code chunks
worldbeater / Code VecsCode 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"
