AutoComments
What it is
A research project implementing a deep neural network to automatically generate comments for Java code snippets. It combines Code2Vec encoding with a Code2Seq encoder-decoder architecture, trained on a subset of the DeepCom dataset.
The problem it solves
Developers spend a significant portion of their time (approx 59%) on program comprehension; manual commenting is time-consuming and often incomplete.
What you could use it for
- Generating descriptive comments for Java functions during software maintenance
- Assisting developers in program comprehension tasks
- Researching the application of AST-based encodings for code summarization
Read the source ↗Back to the library →
Summary written by an AI model from the source; check the source before you rely on it.