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HenryChen's Projects

autocomments icon autocomments

Description: 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

code2seq icon code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

code2seq-1 icon code2seq-1

Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"

codenn icon codenn

Summarizing Source Code using a Neural Attention Model - CODENN

deepapi icon deepapi

Repository for Deep API Learning (DeepAPI)

halo icon halo

✍ An excellent open source blog publishing application. | 一个优秀的开源博客发布应用。

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nlp-interview-notes icon nlp-interview-notes

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料,该资料目前包含 自然语言处理各领域的 面试题积累。

singlepass icon singlepass

一个简单的singlePass聚类,使用tf-idf向量计算cos相似度来判断是否属于同一个类

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