Arjun-G-Ravi/Python-codes

---
license: mit
task_categories:
- text-generation
- text2text-generation
language:
- en
tags:
- code
pretty_name: Python codes dataset
size_categories:
- 10K<n<100K
---

# Dataset Card for Dataset Name
Please note that this dataset maynot be perfect and may contain a very small quantity of non python codes. But the quantity appears to be very small

### Dataset Summary

The dataset contains a collection of python question and their code. This is meant to be used for training models to be efficient in Python specific coding.
The dataset has two features - 'question' and 'code'.

An example is:
```
{'question': 'Create a function that takes in a string and counts the number of vowels in it',
'code': 'def count_vowels(string):\n vowels = ["a", "e", "i", "o", "u"]\n count = 0\n for char in string:\n if char in vowels:\n count += 1\n return count'}
```

### Languages

English, Python

### Source Data

The dataset is derived from two other coding based datasets:
1) sahil2801/CodeAlpaca-20k
2) neulab/conala

@inproceedings{yin2018learning,
title={Learning to mine aligned code and natural language pairs from stack overflow},
author={Yin, Pengcheng and Deng, Bowen and Chen, Edgar and Vasilescu, Bogdan and Neubig, Graham},
booktitle={2018 IEEE/ACM 15th international conference on mining software repositories (MSR)},
pages={476--486},
year={2018},
organization={IEEE}
}

### Licensing Information

This uses MIT licence

### Citation Information

Will be added soon

原始信息汇总

数据集卡片

数据集概述

该数据集包含一系列Python问题及其对应的代码，旨在用于训练模型以提高Python编程效率。数据集包含两个特征：question（问题）和code（代码）。

示例： json { "question": "Create a function that takes in a string and counts the number of vowels in it", "code": "def count_vowels(string): vowels = ["a", "e", "i", "o", "u"] count = 0 for char in string: if char in vowels: count += 1 return count" }

语言

英语，Python

源数据

该数据集源自两个其他编程相关数据集：

1. sahil2801/CodeAlpaca-20k
2. neulab/conala

许可信息

该数据集使用MIT许可证。

引用信息

引用信息将很快添加。