Python Code Search Examples for Natural Language Processing

10,000 examples of Python code for search tasks, contributed by espejelomar. The dataset is hosted on Hugging Face and was last updated in February 2022.

Use Cases

• Train a model to map natural language queries to Python code snippets for code search.
• Fine-tune a language model for code summarization using the provided Python examples.
• Develop a semantic search system for retrieving relevant Python code based on text descriptions.
• Benchmark retrieval-augmented generation models using the code-text pairs.

Strengths

• Contains 10,000 examples, providing a substantial corpus for training.
• Focuses specifically on the Python programming language.

Limitations

• The dataset's specific source, collection method, and internal structure are unknown.
• No information on the temporal range of the included code or potential licensing restrictions.
• The dataset has not been updated since 2022, which may limit its relevance for newer Python features.

Provenance

Source

Hugging Face user espejelomar.

Freshness

Last updated in February 2022.