154 PAPERS • 12 BENCHMARKS
PyTorrent contains 218,814 Python package libraries from PyPI and Anaconda environment. This is because earlier studies have shown that much of the code is redundant and Python packages from these environments are better in quality and are well-documented. PyTorrent enables users (such as data scientists, students, etc.) to build off the shelf machine learning models directly without spending months of effort on large infrastructure.
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The Java dataset introduced in DeepCom (Deep Code Comment Generation), commonly used to evaluate automated code summarization.
2 PAPERS • 1 BENCHMARK
Inspired by Wang et al. 2021, we decided to utilize the top-voted and well-documented Kaggle notebooks to construct the notebookCDGdataset
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