datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Project_CodeNet_Python800_and_Java250
Introduction
This is the dataset Project_CodeNet_Python800 and Project_CodeNet_Java250 from Project CodeNet (arxiv).
We are not the authors of Project CodeNet, but we are the authors of Heterogeneous Directed Hypergraph Neural Network (HDHGN) in paper Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification (official, arxiv).
Our HDHGN model utilizes the Python800 and Java250 datasets.
The original official dataset links Python800 and… See the full description on the dataset page: https://huggingface.co/datasets/qiankunmu/Project_CodeNet_Python800_and_Java250.funcom-java-long
funcom-java-long
funcom-java-long is a dataset for code summarization presented by Bansal et al. It includes 170k Java methods and summaries for training and 8,192 Java methods in test set. This dataset is extracted from jm52m and is cleaned and deduplicated. The example prompt for fine-tuning is as follows.
TDAT: <method code> COMMENT: <comment> <!endofdoc>
funcom_test.tar.gz -- a compressed directory for test set with the text inside this folder whose filename =… See the full description on the dataset page: https://huggingface.co/datasets/apcl/funcom-java-long.