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Datasets/CodeSearchNet

CodeSearchNet

TextsCustom

The CodeSearchNet Corpus is a large dataset of functions with associated documentation written in Go, Java, JavaScript, PHP, Python, and Ruby from open source projects on GitHub. The CodeSearchNet Corpus includes:

  • Six million methods overall
  • Two million of which have associated documentation (docstrings, JavaDoc, and more)
  • Metadata that indicates the original location (repository or line number, for example) where the data was found

Source: https://github.blog/2019-09-26-introducing-the-codesearchnet-challenge/

Benchmarks

Code Documentation Generation/Smoothed BLEU-4Code Generation/Smoothed BLEU-4Code Search/OverallCode Search/GoCode Search/RubyCode Search/PythonCode Search/JavaCode Search/JSCode Search/PHPSource Code Summarization/F1Text Generation/Smoothed BLEU-4

Related Benchmarks

CodeSearchNet - Go/Code Documentation Generation/Smoothed BLEU-4CodeSearchNet - Go/Code Generation/Smoothed BLEU-4CodeSearchNet - Go/Text Generation/Smoothed BLEU-4CodeSearchNet - Java/Code Documentation Generation/Smoothed BLEU-4CodeSearchNet - Java/Code Generation/Smoothed BLEU-4CodeSearchNet - Java/Text Generation/Smoothed BLEU-4CodeSearchNet - JavaScript/Code Documentation Generation/Smoothed BLEU-4CodeSearchNet - JavaScript/Code Generation/Smoothed BLEU-4CodeSearchNet - JavaScript/Text Generation/Smoothed BLEU-4CodeSearchNet - Php/Code Documentation Generation/Smoothed BLEU-4CodeSearchNet - Php/Code Generation/Smoothed BLEU-4CodeSearchNet - Php/Text Generation/Smoothed BLEU-4CodeSearchNet - Python/Code Documentation Generation/Smoothed BLEU-4CodeSearchNet - Python/Code Generation/Smoothed BLEU-4CodeSearchNet - Python/Source Code Summarization/BLEU-4CodeSearchNet - Python/Source Code Summarization/METEORCodeSearchNet - Python/Text Generation/Smoothed BLEU-4CodeSearchNet - Ruby/Code Documentation Generation/Smoothed BLEU-4CodeSearchNet - Ruby/Code Generation/Smoothed BLEU-4CodeSearchNet - Ruby/Code Search/MRRCodeSearchNet - Ruby/Text Generation/Smoothed BLEU-4

Statistics

Papers
308
Benchmarks
11

Links

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Tasks

Code Documentation GenerationCode GenerationCode SearchMethod name predictionSource Code SummarizationText Generation