astminer
A Kotlin library for extracting path-based code representations and ASTs from multiple languages to prepare code for machine learning models.
What is astminer?
astminer is a library for mining path-based representations of code and raw abstract syntax trees (ASTs) from source code. It processes code in multiple languages like Java, Python, and C++ to convert it into formats suitable for training machine learning models, addressing the need for structured code data in software engineering research.
Researchers and developers working on machine learning for code, software engineering tools, or code analysis pipelines who need to preprocess source code into machine-readable representations.
Developers choose astminer for its multi-language support, extensible design, and focus on path-based code representations, which are essential for modern code understanding models, and its integration flexibility as a Kotlin library or CLI tool.
Overview
A library for mining of path-based representations of code (and more)
Use Cases
Best For
- Extracting path-based code representations for training models like code2vec
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