romcmu863/code-dataset

Coding Dataset

Production-grade dataset for training AI coding agents.

Dataset Summary

• Total Examples: 6 (demo)
• Languages: Python, JavaScript, Java
• Task Types: Code Generation
• License: CC0-1.0

Dataset Structure

Data Splits

• train: 70% of data
• validation: 15% of data
• test: 15% of data

Features

• id (string): Unique identifier
• code (string): Source code snippet
• code_description (string): Natural language description
• programming_language (string): Language (python, javascript, java, etc.)
• task_type (string): Type of task
• difficulty_level (string): Difficulty (beginner, intermediate, advanced, expert)
• quality_score (float): Quality score 0.0-1.0
• is_tested (bool): Code is tested
• has_bugs (bool): Known bugs exist
• lines_of_code (int): Number of lines
• collected_at (string): Collection timestamp

Usage

from datasets import load_dataset

# Load dataset
dataset = load_dataset("romcmu863/code-dataset")

# Access splits
train = dataset['train']
validation = dataset['validation']
test = dataset['test']

# Get first example
example = train[0]
print(example['code_description'])
print(example['code'])

License

CC0-1.0

Created

2025-10-25