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clocom

code-docstring-corpus

Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.

code2seq

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

codenn

Summarizing Source Code using a Neural Attention Model - CODENN

codepropertygraph

Code Property Graph: specification, query language, and utilities

cpgqls-client-python

Python library for CPGQL server

cup

Just-In-Time Comment UPdater

developerexpertiseprofiling

A Collaboration-Aware Approach to Profiling Developer Expertise with Cross-Community Data

gtrans

ASE-code comment generation by Graph Neural Network

hello-world

My first repository

joern

Open-source code analysis platform for C/C++/Java/Binary/Javascript/Python/Kotlin based on code property graphs

neuralcodesum

Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nngen

NNGen, a simple baseline for commit message generation from diffs.

notes

小米便签社区开源版（Community edition of XM notepad/MIUI notes)

pseudogen

A tool to automatically generate pseudo-code from source code.

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

rencos

stackoverflow-question-code-dataset

StaQC: a systematically mined dataset containing around 148K Python and 120K SQL domain question-code pairs, as described in "StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow" (WWW'18)

tutorials

机器学习相关教程

wikisql

A large annotated semantic parsing corpus for developing natural language interfaces.